Artificial Intelligence Nanodegree¶
Convolutional Neural Networks¶
Project: Write an Algorithm for a Dog Identification App¶
In this notebook, some template code has already been provided for you, and you will need to implement additional functionality to successfully complete this project. You will not need to modify the included code beyond what is requested. Sections that begin with '(IMPLEMENTATION)' in the header indicate that the following block of code will require additional functionality which you must provide. Instructions will be provided for each section, and the specifics of the implementation are marked in the code block with a 'TODO' statement. Please be sure to read the instructions carefully!
Note: Once you have completed all of the code implementations, you need to finalize your work by exporting the iPython Notebook as an HTML document. Before exporting the notebook to html, all of the code cells need to have been run so that reviewers can see the final implementation and output. You can then export the notebook by using the menu above and navigating to \n", "File -> Download as -> HTML (.html). Include the finished document along with this notebook as your submission.
In addition to implementing code, there will be questions that you must answer which relate to the project and your implementation. Each section where you will answer a question is preceded by a 'Question X' header. Carefully read each question and provide thorough answers in the following text boxes that begin with 'Answer:'. Your project submission will be evaluated based on your answers to each of the questions and the implementation you provide.
Note: Code and Markdown cells can be executed using the Shift + Enter keyboard shortcut. Markdown cells can be edited by double-clicking the cell to enter edit mode.
The rubric contains optional "Stand Out Suggestions" for enhancing the project beyond the minimum requirements. If you decide to pursue the "Stand Out Suggestions", you should include the code in this IPython notebook.
Why We're Here¶
In this notebook, you will make the first steps towards developing an algorithm that could be used as part of a mobile or web app. At the end of this project, your code will accept any user-supplied image as input. If a dog is detected in the image, it will provide an estimate of the dog's breed. If a human is detected, it will provide an estimate of the dog breed that is most resembling. The image below displays potential sample output of your finished project (... but we expect that each student's algorithm will behave differently!).
In this real-world setting, you will need to piece together a series of models to perform different tasks; for instance, the algorithm that detects humans in an image will be different from the CNN that infers dog breed. There are many points of possible failure, and no perfect algorithm exists. Your imperfect solution will nonetheless create a fun user experience!
The Road Ahead¶
We break the notebook into separate steps. Feel free to use the links below to navigate the notebook.
- Step 0: Import Datasets
- Step 1: Detect Humans
- Step 2: Detect Dogs
- Step 3: Create a CNN to Classify Dog Breeds (from Scratch)
- Step 4: Use a CNN to Classify Dog Breeds (using Transfer Learning)
- Step 5: Create a CNN to Classify Dog Breeds (using Transfer Learning)
- Step 6: Write your Algorithm
- Step 7: Test Your Algorithm
Step 0: Import Datasets¶
Import Dog Dataset¶
In the code cell below, we import a dataset of dog images. We populate a few variables through the use of the load_files function from the scikit-learn library:
train_files,valid_files,test_files- numpy arrays containing file paths to imagestrain_targets,valid_targets,test_targets- numpy arrays containing onehot-encoded classification labelsdog_names- list of string-valued dog breed names for translating labels
In [1]:
from sklearn.datasets import load_files
from keras.utils import np_utils
import numpy as np
from glob import glob
# define function to load train, test, and validation datasets
def load_dataset(path):
data = load_files(path)
dog_files = np.array(data['filenames'])
dog_targets = np_utils.to_categorical(np.array(data['target']), 133)
return dog_files, dog_targets
# load train, test, and validation datasets
train_files, train_targets = load_dataset('dogImages/train')
valid_files, valid_targets = load_dataset('dogImages/valid')
test_files, test_targets = load_dataset('dogImages/test')
# load list of dog names
dog_names = [item[20:-1] for item in sorted(glob("dogImages/train/*/"))]
# print statistics about the dataset
print('There are %d total dog categories.' % len(dog_names))
print('There are %s total dog images.\n' % len(np.hstack([train_files, valid_files, test_files])))
print('There are %d training dog images.' % len(train_files))
print('There are %d validation dog images.' % len(valid_files))
print('There are %d test dog images.'% len(test_files))
Using TensorFlow backend.
There are 133 total dog categories. There are 8351 total dog images. There are 6680 training dog images. There are 835 validation dog images. There are 836 test dog images.
Import Human Dataset¶
In the code cell below, we import a dataset of human images, where the file paths are stored in the numpy array human_files.
In [2]:
import random
random.seed(8675309)
# load filenames in shuffled human dataset
human_files = np.array(glob("lfw/*/*"))
random.shuffle(human_files)
# print statistics about the dataset
print('There are %d total human images.' % len(human_files))
There are 13233 total human images.
Step 1: Detect Humans¶
We use OpenCV's implementation of Haar feature-based cascade classifiers to detect human faces in images. OpenCV provides many pre-trained face detectors, stored as XML files on github. We have downloaded one of these detectors and stored it in the haarcascades directory.
In the next code cell, we demonstrate how to use this detector to find human faces in a sample image.
In [3]:
import cv2
import matplotlib.pyplot as plt
%matplotlib inline
# extract pre-trained face detector
face_cascade = cv2.CascadeClassifier('haarcascades/haarcascade_frontalface_alt.xml')
# load color (BGR) image
img = cv2.imread(human_files[3])
# convert BGR image to grayscale
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
# find faces in image
faces = face_cascade.detectMultiScale(gray)
# print number of faces detected in the image
print('Number of faces detected:', len(faces))
# get bounding box for each detected face
for (x,y,w,h) in faces:
# add bounding box to color image
cv2.rectangle(img,(x,y),(x+w,y+h),(255,0,0),2)
# convert BGR image to RGB for plotting
cv_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
# display the image, along with bounding box
plt.imshow(cv_rgb)
plt.show()
Number of faces detected: 1
Before using any of the face detectors, it is standard procedure to convert the images to grayscale. The detectMultiScale function executes the classifier stored in face_cascade and takes the grayscale image as a parameter.
In the above code, faces is a numpy array of detected faces, where each row corresponds to a detected face. Each detected face is a 1D array with four entries that specifies the bounding box of the detected face. The first two entries in the array (extracted in the above code as x and y) specify the horizontal and vertical positions of the top left corner of the bounding box. The last two entries in the array (extracted here as w and h) specify the width and height of the box.
Write a Human Face Detector¶
We can use this procedure to write a function that returns True if a human face is detected in an image and False otherwise. This function, aptly named face_detector, takes a string-valued file path to an image as input and appears in the code block below.
In [4]:
# returns "True" if face is detected in image stored at img_path
def face_detector(img_path):
img = cv2.imread(img_path)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray)
return len(faces) > 0
(IMPLEMENTATION) Assess the Human Face Detector¶
Question 1: Use the code cell below to test the performance of the face_detector function.
- What percentage of the first 100 images in
human_fileshave a detected human face? - What percentage of the first 100 images in
dog_fileshave a detected human face?
Ideally, we would like 100% of human images with a detected face and 0% of dog images with a detected face. You will see that our algorithm falls short of this goal, but still gives acceptable performance. We extract the file paths for the first 100 images from each of the datasets and store them in the numpy arrays human_files_short and dog_files_short.
Answer:
In [5]:
human_files_short = human_files[:100]
dog_files_short = train_files[:100]
# Do NOT modify the code above this line.
## TODO: Test the performance of the face_detector algorithm
## on the images in human_files_short and dog_files_short.
human_cnt = 0
for file in human_files_short:
if face_detector(file):
human_cnt += 1
dog_cnt = 0
for file in dog_files_short:
if face_detector(file):
dog_cnt += 1
print("Percentage of the first 100 images in human_files have a detected human face: {}%".format(human_cnt))
print("Percentage of the first 100 images in dog_files have a detected human face: {}%".format(dog_cnt))
Percentage of the first 100 images in human_files have a detected human face: 99% Percentage of the first 100 images in dog_files have a detected human face: 11%
- The algorithm accuracy is acceptable and pretty high on the human dataset(99%) only one misdetection
- However, there is 11% chance that the algorithm detects a dog as a human
Question 2: This algorithmic choice necessitates that we communicate to the user that we accept human images only when they provide a clear view of a face (otherwise, we risk having unneccessarily frustrated users!). In your opinion, is this a reasonable expectation to pose on the user? If not, can you think of a way to detect humans in images that does not necessitate an image with a clearly presented face?
Answer:
We suggest the face detector from OpenCV as a potential way to detect human images in your algorithm, but you are free to explore other approaches, especially approaches that make use of deep learning :). Please use the code cell below to design and test your own face detection algorithm. If you decide to pursue this optional task, report performance on each of the datasets.
In [7]:
## (Optional) TODO: Report the performance of another
## face detection algorithm on the LFW dataset
### Feel free to use as many code cells as needed.
# Preprocess dataset
def resize_image(img_path):
img = cv2.imread(img_path)
return cv2.resize(img, (224, 224))
human_files_short_train = human_files[:1000]
human_files_short_valid = human_files[1000:1250]
human_files_short_test = human_files[1250:1450]
dog_files_short_train = train_files[:1000]
dog_files_short_valid = valid_files[:250]
dog_files_short_test = test_files[:200]
# Training set
humans_train = [resize_image(img).astype('float32')/255 for img in human_files_short_train]
human_labels_train = np.array([[1, 0]] * len(humans_train), dtype=np.float32)
dogs_train = [resize_image(img).astype('float32')/255 for img in dog_files_short_train]
dog_labels_train = np.array([[0, 1]] * len(dogs_train), dtype=np.float32)
X_train = np.concatenate((humans_train, dogs_train), axis=0)
y_train = np.concatenate((human_labels_train, dog_labels_train), axis=0)
# validation set
humans_valid = [resize_image(img).astype('float32')/255 for img in human_files_short_valid]
human_labels_valid = np.array([[1, 0]] * len(humans_valid), dtype=np.float32)
dogs_valid = [resize_image(img).astype('float32')/255 for img in dog_files_short_valid]
dog_labels_valid = np.array([[0, 1]] * len(dogs_valid), dtype=np.float32)
X_valid = np.concatenate((humans_valid, dogs_valid), axis=0)
y_valid = np.concatenate((human_labels_valid, dog_labels_valid), axis=0)
# testing set
humans_test = [resize_image(img).astype('float32')/255 for img in human_files_short_test]
human_labels_test = np.array([[1, 0]] * len(humans_test), dtype=np.float32)
dogs_test = [resize_image(img).astype('float32')/255 for img in dog_files_short_test]
dog_labels_test = np.array([[0, 1]] * len(dogs_test), dtype=np.float32)
X_test = np.concatenate((humans_test, dogs_test), axis=0)
y_test = np.concatenate((human_labels_test, dog_labels_test), axis=0)
In [8]:
print(X_train.shape, y_train.shape)
(2000, 224, 224, 3) (2000, 2)
In [9]:
from keras.layers import Conv2D, MaxPooling2D, GlobalAveragePooling2D, Activation
from keras.layers import Dropout, Flatten, Dense
from keras.models import Sequential
model = Sequential()
model.add(Conv2D(filters=16, kernel_size=2, input_shape=(224, 224, 3), activation='relu'))
model.add(MaxPooling2D(pool_size=2, padding='same'))
model.add(Conv2D(filters=32, kernel_size=2, activation='relu'))
model.add(MaxPooling2D(pool_size=2, padding='same'))
model.add(GlobalAveragePooling2D())
model.add(Dense(2, activation='softmax'))
model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_1 (Conv2D) (None, 223, 223, 16) 208 _________________________________________________________________ max_pooling2d_1 (MaxPooling2 (None, 112, 112, 16) 0 _________________________________________________________________ conv2d_2 (Conv2D) (None, 111, 111, 32) 2080 _________________________________________________________________ max_pooling2d_2 (MaxPooling2 (None, 56, 56, 32) 0 _________________________________________________________________ global_average_pooling2d_1 ( (None, 32) 0 _________________________________________________________________ dense_1 (Dense) (None, 2) 66 ================================================================= Total params: 2,354.0 Trainable params: 2,354.0 Non-trainable params: 0.0 _________________________________________________________________
In [10]:
model.compile(optimizer='rmsprop', loss='categorical_crossentropy', metrics=['accuracy'])
In [11]:
from keras.callbacks import ModelCheckpoint
epochs = 100
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.dog_human_classification.hdf5',
verbose=1, save_best_only=True)
model.fit(X_train, y_train,
validation_data=(X_valid, y_valid),
epochs=epochs, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 2000 samples, validate on 500 samples Epoch 1/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.6591 - acc: 0.6121Epoch 00000: val_loss improved from inf to 0.62439, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 43s - loss: 0.6580 - acc: 0.6135 - val_loss: 0.6244 - val_acc: 0.6400 Epoch 2/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.5812 - acc: 0.7187Epoch 00001: val_loss improved from 0.62439 to 0.53509, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 44s - loss: 0.5815 - acc: 0.7190 - val_loss: 0.5351 - val_acc: 0.7660 Epoch 3/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.5265 - acc: 0.7540Epoch 00002: val_loss improved from 0.53509 to 0.48264, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 44s - loss: 0.5258 - acc: 0.7540 - val_loss: 0.4826 - val_acc: 0.7840 Epoch 4/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.4755 - acc: 0.7995Epoch 00003: val_loss improved from 0.48264 to 0.44162, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 43s - loss: 0.4759 - acc: 0.7990 - val_loss: 0.4416 - val_acc: 0.8160 Epoch 5/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.4304 - acc: 0.8258Epoch 00004: val_loss improved from 0.44162 to 0.38035, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 43s - loss: 0.4306 - acc: 0.8255 - val_loss: 0.3803 - val_acc: 0.8860 Epoch 6/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.3909 - acc: 0.8505Epoch 00005: val_loss improved from 0.38035 to 0.34844, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 44s - loss: 0.3901 - acc: 0.8510 - val_loss: 0.3484 - val_acc: 0.8820 Epoch 7/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.3632 - acc: 0.8616Epoch 00006: val_loss improved from 0.34844 to 0.31359, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 42s - loss: 0.3619 - acc: 0.8625 - val_loss: 0.3136 - val_acc: 0.9120 Epoch 8/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.3419 - acc: 0.8778Epoch 00007: val_loss improved from 0.31359 to 0.29377, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 42s - loss: 0.3411 - acc: 0.8780 - val_loss: 0.2938 - val_acc: 0.9160 Epoch 9/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.3164 - acc: 0.8848Epoch 00008: val_loss did not improve 2000/2000 [==============================] - 43s - loss: 0.3166 - acc: 0.8845 - val_loss: 0.2944 - val_acc: 0.9020 Epoch 10/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.3041 - acc: 0.8848Epoch 00009: val_loss improved from 0.29377 to 0.27166, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 42s - loss: 0.3035 - acc: 0.8855 - val_loss: 0.2717 - val_acc: 0.9260 Epoch 11/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2856 - acc: 0.8934Epoch 00010: val_loss improved from 0.27166 to 0.25265, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 41s - loss: 0.2848 - acc: 0.8940 - val_loss: 0.2526 - val_acc: 0.9360 Epoch 12/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2715 - acc: 0.9000Epoch 00011: val_loss improved from 0.25265 to 0.25039, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 41s - loss: 0.2707 - acc: 0.9010 - val_loss: 0.2504 - val_acc: 0.9240 Epoch 13/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2623 - acc: 0.8955Epoch 00012: val_loss did not improve 2000/2000 [==============================] - 41s - loss: 0.2620 - acc: 0.8960 - val_loss: 0.2693 - val_acc: 0.8980 Epoch 14/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2563 - acc: 0.9071Epoch 00013: val_loss improved from 0.25039 to 0.22729, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 41s - loss: 0.2559 - acc: 0.9070 - val_loss: 0.2273 - val_acc: 0.9300 Epoch 15/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2491 - acc: 0.9071Epoch 00014: val_loss did not improve 2000/2000 [==============================] - 42s - loss: 0.2483 - acc: 0.9080 - val_loss: 0.2314 - val_acc: 0.9380 Epoch 16/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2357 - acc: 0.9136Epoch 00015: val_loss improved from 0.22729 to 0.21631, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 43s - loss: 0.2347 - acc: 0.9140 - val_loss: 0.2163 - val_acc: 0.9460 Epoch 17/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2359 - acc: 0.9131Epoch 00016: val_loss did not improve 2000/2000 [==============================] - 43s - loss: 0.2355 - acc: 0.9135 - val_loss: 0.3013 - val_acc: 0.8700 Epoch 18/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2228 - acc: 0.9141Epoch 00017: val_loss did not improve 2000/2000 [==============================] - 43s - loss: 0.2225 - acc: 0.9135 - val_loss: 0.2727 - val_acc: 0.8740 Epoch 19/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2243 - acc: 0.9141Epoch 00018: val_loss improved from 0.21631 to 0.19614, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 43s - loss: 0.2235 - acc: 0.9145 - val_loss: 0.1961 - val_acc: 0.9520 Epoch 20/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2169 - acc: 0.9131Epoch 00019: val_loss did not improve 2000/2000 [==============================] - 45s - loss: 0.2161 - acc: 0.9135 - val_loss: 0.2026 - val_acc: 0.9440 Epoch 21/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2120 - acc: 0.9182Epoch 00020: val_loss did not improve 2000/2000 [==============================] - 50s - loss: 0.2117 - acc: 0.9185 - val_loss: 0.2014 - val_acc: 0.9440 Epoch 22/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2108 - acc: 0.9126Epoch 00021: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.2117 - acc: 0.9120 - val_loss: 0.2390 - val_acc: 0.9060 Epoch 23/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1993 - acc: 0.9253Epoch 00022: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1994 - acc: 0.9250 - val_loss: 0.2717 - val_acc: 0.8720 Epoch 24/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.2024 - acc: 0.9242Epoch 00023: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.2019 - acc: 0.9245 - val_loss: 0.2304 - val_acc: 0.9100 Epoch 25/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1961 - acc: 0.9237Epoch 00024: val_loss improved from 0.19614 to 0.18109, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 48s - loss: 0.1955 - acc: 0.9240 - val_loss: 0.1811 - val_acc: 0.9480 Epoch 26/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1917 - acc: 0.9283Epoch 00025: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1913 - acc: 0.9285 - val_loss: 0.2144 - val_acc: 0.9260 Epoch 27/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1938 - acc: 0.9258Epoch 00026: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1931 - acc: 0.9260 - val_loss: 0.1821 - val_acc: 0.9520 Epoch 28/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1937 - acc: 0.9268Epoch 00027: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1940 - acc: 0.9265 - val_loss: 0.1822 - val_acc: 0.9440 Epoch 29/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1955 - acc: 0.9253Epoch 00028: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1947 - acc: 0.9255 - val_loss: 0.1877 - val_acc: 0.9500 Epoch 30/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1836 - acc: 0.9313Epoch 00029: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1840 - acc: 0.9305 - val_loss: 0.3189 - val_acc: 0.8540 Epoch 31/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1825 - acc: 0.9283Epoch 00030: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1835 - acc: 0.9280 - val_loss: 0.2471 - val_acc: 0.8960 Epoch 32/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1918 - acc: 0.9263Epoch 00031: val_loss improved from 0.18109 to 0.17609, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 46s - loss: 0.1915 - acc: 0.9265 - val_loss: 0.1761 - val_acc: 0.9520 Epoch 33/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1805 - acc: 0.9313Epoch 00032: val_loss did not improve 2000/2000 [==============================] - 42s - loss: 0.1800 - acc: 0.9315 - val_loss: 0.1839 - val_acc: 0.9520 Epoch 34/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1826 - acc: 0.9318Epoch 00033: val_loss did not improve 2000/2000 [==============================] - 42s - loss: 0.1821 - acc: 0.9325 - val_loss: 0.1778 - val_acc: 0.9440 Epoch 35/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1857 - acc: 0.9318Epoch 00034: val_loss improved from 0.17609 to 0.17233, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 47s - loss: 0.1854 - acc: 0.9315 - val_loss: 0.1723 - val_acc: 0.9560 Epoch 36/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1768 - acc: 0.9354Epoch 00035: val_loss did not improve 2000/2000 [==============================] - 43s - loss: 0.1762 - acc: 0.9355 - val_loss: 0.1902 - val_acc: 0.9440 Epoch 37/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1741 - acc: 0.9328Epoch 00036: val_loss did not improve 2000/2000 [==============================] - 45s - loss: 0.1765 - acc: 0.9320 - val_loss: 0.1997 - val_acc: 0.9400 Epoch 38/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1715 - acc: 0.9384Epoch 00037: val_loss did not improve 2000/2000 [==============================] - 45s - loss: 0.1716 - acc: 0.9380 - val_loss: 0.2921 - val_acc: 0.8700 Epoch 39/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1805 - acc: 0.9242Epoch 00038: val_loss did not improve 2000/2000 [==============================] - 45s - loss: 0.1816 - acc: 0.9235 - val_loss: 0.1753 - val_acc: 0.9540 Epoch 40/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1724 - acc: 0.9343Epoch 00039: val_loss improved from 0.17233 to 0.17127, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 47s - loss: 0.1724 - acc: 0.9345 - val_loss: 0.1713 - val_acc: 0.9560 Epoch 41/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1735 - acc: 0.9328Epoch 00040: val_loss improved from 0.17127 to 0.16637, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 45s - loss: 0.1743 - acc: 0.9325 - val_loss: 0.1664 - val_acc: 0.9600 Epoch 42/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1692 - acc: 0.9384Epoch 00041: val_loss did not improve 2000/2000 [==============================] - 45s - loss: 0.1693 - acc: 0.9385 - val_loss: 0.1809 - val_acc: 0.9480 Epoch 43/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1651 - acc: 0.9404Epoch 00042: val_loss improved from 0.16637 to 0.16231, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 46s - loss: 0.1644 - acc: 0.9405 - val_loss: 0.1623 - val_acc: 0.9640 Epoch 44/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1679 - acc: 0.9389Epoch 00043: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1670 - acc: 0.9395 - val_loss: 0.2332 - val_acc: 0.9180 Epoch 45/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1686 - acc: 0.9313Epoch 00044: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1699 - acc: 0.9310 - val_loss: 0.1889 - val_acc: 0.9480 Epoch 46/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1655 - acc: 0.9389Epoch 00045: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1667 - acc: 0.9385 - val_loss: 0.2448 - val_acc: 0.8960 Epoch 47/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1741 - acc: 0.9293Epoch 00046: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1736 - acc: 0.9295 - val_loss: 0.1708 - val_acc: 0.9580 Epoch 48/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1601 - acc: 0.9419Epoch 00047: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1602 - acc: 0.9420 - val_loss: 0.1926 - val_acc: 0.9420 Epoch 49/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1712 - acc: 0.9283Epoch 00048: val_loss improved from 0.16231 to 0.15987, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 48s - loss: 0.1741 - acc: 0.9285 - val_loss: 0.1599 - val_acc: 0.9600 Epoch 50/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1694 - acc: 0.9404Epoch 00049: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1695 - acc: 0.9405 - val_loss: 0.1943 - val_acc: 0.9380 Epoch 51/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1637 - acc: 0.9364Epoch 00050: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1625 - acc: 0.9370 - val_loss: 0.2204 - val_acc: 0.9340 Epoch 52/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1607 - acc: 0.9384Epoch 00051: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1608 - acc: 0.9380 - val_loss: 0.1957 - val_acc: 0.9380 Epoch 53/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1659 - acc: 0.9379Epoch 00052: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1659 - acc: 0.9375 - val_loss: 0.2825 - val_acc: 0.9020 Epoch 54/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1606 - acc: 0.9379Epoch 00053: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1595 - acc: 0.9385 - val_loss: 0.1605 - val_acc: 0.9580 Epoch 55/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1599 - acc: 0.9485Epoch 00054: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1601 - acc: 0.9480 - val_loss: 0.1796 - val_acc: 0.9500 Epoch 56/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1554 - acc: 0.9455Epoch 00055: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1576 - acc: 0.9440 - val_loss: 0.2908 - val_acc: 0.8960 Epoch 57/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1590 - acc: 0.9470Epoch 00056: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1581 - acc: 0.9475 - val_loss: 0.1678 - val_acc: 0.9520 Epoch 58/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1621 - acc: 0.9348Epoch 00057: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1612 - acc: 0.9350 - val_loss: 0.1982 - val_acc: 0.9300 Epoch 59/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1640 - acc: 0.9379Epoch 00058: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1631 - acc: 0.9380 - val_loss: 0.1689 - val_acc: 0.9540 Epoch 60/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1577 - acc: 0.9449Epoch 00059: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1574 - acc: 0.9445 - val_loss: 0.1611 - val_acc: 0.9560 Epoch 61/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1540 - acc: 0.9475Epoch 00060: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1536 - acc: 0.9475 - val_loss: 0.2452 - val_acc: 0.8960 Epoch 62/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1578 - acc: 0.9424Epoch 00061: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1566 - acc: 0.9430 - val_loss: 0.1996 - val_acc: 0.9400 Epoch 63/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1565 - acc: 0.9379Epoch 00062: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1565 - acc: 0.9380 - val_loss: 0.1893 - val_acc: 0.9460 Epoch 64/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1609 - acc: 0.9455Epoch 00063: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1601 - acc: 0.9460 - val_loss: 0.1853 - val_acc: 0.9460 Epoch 65/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1484 - acc: 0.9465Epoch 00064: val_loss improved from 0.15987 to 0.14872, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 48s - loss: 0.1474 - acc: 0.9470 - val_loss: 0.1487 - val_acc: 0.9680 Epoch 66/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1503 - acc: 0.9465Epoch 00065: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1509 - acc: 0.9465 - val_loss: 0.1821 - val_acc: 0.9460 Epoch 67/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1528 - acc: 0.9374Epoch 00066: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1523 - acc: 0.9375 - val_loss: 0.1653 - val_acc: 0.9580 Epoch 68/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1494 - acc: 0.9449Epoch 00067: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1487 - acc: 0.9450 - val_loss: 0.1808 - val_acc: 0.9460 Epoch 69/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1533 - acc: 0.9439Epoch 00068: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1521 - acc: 0.9445 - val_loss: 0.1585 - val_acc: 0.9600 Epoch 70/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1422 - acc: 0.9475Epoch 00069: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1427 - acc: 0.9470 - val_loss: 0.2169 - val_acc: 0.9260 Epoch 71/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1434 - acc: 0.9480Epoch 00070: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1424 - acc: 0.9485 - val_loss: 0.1548 - val_acc: 0.9600 Epoch 72/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1374 - acc: 0.9520Epoch 00071: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1389 - acc: 0.9510 - val_loss: 0.2070 - val_acc: 0.9240 Epoch 73/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1424 - acc: 0.9490Epoch 00072: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1425 - acc: 0.9490 - val_loss: 0.1536 - val_acc: 0.9620 Epoch 74/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1417 - acc: 0.9500Epoch 00073: val_loss did not improve 2000/2000 [==============================] - 42s - loss: 0.1410 - acc: 0.9500 - val_loss: 0.2073 - val_acc: 0.9360 Epoch 75/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1399 - acc: 0.9551Epoch 00074: val_loss did not improve 2000/2000 [==============================] - 44s - loss: 0.1443 - acc: 0.9525 - val_loss: 0.1844 - val_acc: 0.9520 Epoch 76/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1382 - acc: 0.9455Epoch 00075: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1385 - acc: 0.9455 - val_loss: 0.1806 - val_acc: 0.9500 Epoch 77/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1358 - acc: 0.9566Epoch 00076: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1348 - acc: 0.9570 - val_loss: 0.1491 - val_acc: 0.9660 Epoch 78/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1381 - acc: 0.9556Epoch 00077: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1382 - acc: 0.9555 - val_loss: 0.1575 - val_acc: 0.9640 Epoch 79/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1453 - acc: 0.9485Epoch 00078: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1460 - acc: 0.9475 - val_loss: 0.2610 - val_acc: 0.8860 Epoch 80/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1386 - acc: 0.9475Epoch 00079: val_loss improved from 0.14872 to 0.14499, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 47s - loss: 0.1383 - acc: 0.9475 - val_loss: 0.1450 - val_acc: 0.9680 Epoch 81/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1407 - acc: 0.9500Epoch 00080: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1401 - acc: 0.9505 - val_loss: 0.1602 - val_acc: 0.9620 Epoch 82/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1330 - acc: 0.9545Epoch 00081: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1333 - acc: 0.9535 - val_loss: 0.1593 - val_acc: 0.9620 Epoch 83/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1291 - acc: 0.9525Epoch 00082: val_loss improved from 0.14499 to 0.14389, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 47s - loss: 0.1286 - acc: 0.9525 - val_loss: 0.1439 - val_acc: 0.9680 Epoch 84/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1367 - acc: 0.9500Epoch 00083: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1381 - acc: 0.9500 - val_loss: 0.1487 - val_acc: 0.9640 Epoch 85/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1338 - acc: 0.9525Epoch 00084: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1326 - acc: 0.9530 - val_loss: 0.1456 - val_acc: 0.9700 Epoch 86/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1357 - acc: 0.9500Epoch 00085: val_loss improved from 0.14389 to 0.14073, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 48s - loss: 0.1349 - acc: 0.9500 - val_loss: 0.1407 - val_acc: 0.9660 Epoch 87/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1342 - acc: 0.9520Epoch 00086: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1332 - acc: 0.9525 - val_loss: 0.1470 - val_acc: 0.9660 Epoch 88/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1287 - acc: 0.9606Epoch 00087: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1301 - acc: 0.9590 - val_loss: 0.2187 - val_acc: 0.9180 Epoch 89/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1259 - acc: 0.9566Epoch 00088: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1263 - acc: 0.9565 - val_loss: 0.1609 - val_acc: 0.9620 Epoch 90/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1287 - acc: 0.9545Epoch 00089: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1300 - acc: 0.9535 - val_loss: 0.2737 - val_acc: 0.8840 Epoch 91/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1269 - acc: 0.9525Epoch 00090: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1332 - acc: 0.9490 - val_loss: 0.2581 - val_acc: 0.9140 Epoch 92/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1230 - acc: 0.9581Epoch 00091: val_loss improved from 0.14073 to 0.13892, saving model to saved_models/weights.best.dog_human_classification.hdf5 2000/2000 [==============================] - 47s - loss: 0.1223 - acc: 0.9585 - val_loss: 0.1389 - val_acc: 0.9680 Epoch 93/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1334 - acc: 0.9535Epoch 00092: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1329 - acc: 0.9535 - val_loss: 0.1504 - val_acc: 0.9620 Epoch 94/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1259 - acc: 0.9561Epoch 00093: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1256 - acc: 0.9560 - val_loss: 0.1692 - val_acc: 0.9620 Epoch 95/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1248 - acc: 0.9540Epoch 00094: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1244 - acc: 0.9545 - val_loss: 0.1451 - val_acc: 0.9700 Epoch 96/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1248 - acc: 0.9601Epoch 00095: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1245 - acc: 0.9600 - val_loss: 0.1614 - val_acc: 0.9600 Epoch 97/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1328 - acc: 0.9576Epoch 00096: val_loss did not improve 2000/2000 [==============================] - 48s - loss: 0.1326 - acc: 0.9575 - val_loss: 0.1434 - val_acc: 0.9660 Epoch 98/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1167 - acc: 0.9566Epoch 00097: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1181 - acc: 0.9560 - val_loss: 0.2292 - val_acc: 0.8960 Epoch 99/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1246 - acc: 0.9561Epoch 00098: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1235 - acc: 0.9565 - val_loss: 0.1390 - val_acc: 0.9680 Epoch 100/100 1980/2000 [============================>.] - ETA: 0s - loss: 0.1208 - acc: 0.9576Epoch 00099: val_loss did not improve 2000/2000 [==============================] - 47s - loss: 0.1207 - acc: 0.9570 - val_loss: 0.1937 - val_acc: 0.9320
Out[11]:
<keras.callbacks.History at 0x15cad630>
In [12]:
# Test
dog_human_predictions = [np.argmax(model.predict(np.expand_dims(test, axis=0))) for test in X_test]
test_accuracy = 100*np.sum(np.array(dog_human_predictions)==np.argmax(y_test, axis=1))/len(dog_human_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 95.2500%
In [13]:
def predict_dog_or_human(img_path):
img = resize_image(img_path).astype('float32')/255
human_or_dog = np.argmax(model.predict(np.expand_dims(img, axis=0)))
if human_or_dog == 0:
return "You are a human"
if human_or_dog == 1:
return "You are a dog"
In [14]:
from IPython.display import Image
from IPython.display import display
In [15]:
filename = './testImages/bulldog.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a dog
In [16]:
filename = './testImages/siberian_husky.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a human
In [17]:
filename = './testImages/fox.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a human
In [25]:
filename = './testImages/cat.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a dog
In [26]:
filename = './testImages/xuanthao.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a dog
In [20]:
filename = './testImages/midu.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a dog
In [23]:
filename = './testImages/mark.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a human
In [29]:
filename = './testImages/bill.jpg'
img = Image(filename)
display(img)
print(predict_dog_or_human(filename))
You are a human
- Yes, it is reasonable to ensure the users to pose clear views of their faces. Otherwise, it would be rather difficult to extract the facial features.
- I try to build a dog/human classifier based on the provided dataset. It achieved a high accuracy (95.2500%) on the provided test set. But when I test with real images the algorithm seemed not to work well.
- I guess that is due to the overfiting to the training set. The false cases come with a full view of the body, and are asian girls. While some famous people I found on the Internet with a clear view of faces has been classified correctly
Step 2: Detect Dogs¶
In this section, we use a pre-trained ResNet-50 model to detect dogs in images. Our first line of code downloads the ResNet-50 model, along with weights that have been trained on ImageNet, a very large, very popular dataset used for image classification and other vision tasks. ImageNet contains over 10 million URLs, each linking to an image containing an object from one of 1000 categories. Given an image, this pre-trained ResNet-50 model returns a prediction (derived from the available categories in ImageNet) for the object that is contained in the image.
In [30]:
from keras.applications.resnet50 import ResNet50
# define ResNet50 model
ResNet50_model = ResNet50(weights='imagenet')
Pre-process the Data¶
When using TensorFlow as backend, Keras CNNs require a 4D array (which we'll also refer to as a 4D tensor) as input, with shape
$$ (\text{nb_samples}, \text{rows}, \text{columns}, \text{channels}), $$
where nb_samples corresponds to the total number of images (or samples), and rows, columns, and channels correspond to the number of rows, columns, and channels for each image, respectively.
The path_to_tensor function below takes a string-valued file path to a color image as input and returns a 4D tensor suitable for supplying to a Keras CNN. The function first loads the image and resizes it to a square image that is $224 \times 224$ pixels. Next, the image is converted to an array, which is then resized to a 4D tensor. In this case, since we are working with color images, each image has three channels. Likewise, since we are processing a single image (or sample), the returned tensor will always have shape
$$ (1, 224, 224, 3). $$
The paths_to_tensor function takes a numpy array of string-valued image paths as input and returns a 4D tensor with shape
$$ (\text{nb_samples}, 224, 224, 3). $$
Here, nb_samples is the number of samples, or number of images, in the supplied array of image paths. It is best to think of nb_samples as the number of 3D tensors (where each 3D tensor corresponds to a different image) in your dataset!
In [31]:
from keras.preprocessing import image
from tqdm import tqdm
def path_to_tensor(img_path):
# loads RGB image as PIL.Image.Image type
img = image.load_img(img_path, target_size=(224, 224))
# convert PIL.Image.Image type to 3D tensor with shape (224, 224, 3)
x = image.img_to_array(img)
# convert 3D tensor to 4D tensor with shape (1, 224, 224, 3) and return 4D tensor
return np.expand_dims(x, axis=0)
def paths_to_tensor(img_paths):
list_of_tensors = [path_to_tensor(img_path) for img_path in tqdm(img_paths)]
return np.vstack(list_of_tensors)
Making Predictions with ResNet-50¶
Getting the 4D tensor ready for ResNet-50, and for any other pre-trained model in Keras, requires some additional processing. First, the RGB image is converted to BGR by reordering the channels. All pre-trained models have the additional normalization step that the mean pixel (expressed in RGB as $[103.939, 116.779, 123.68]$ and calculated from all pixels in all images in ImageNet) must be subtracted from every pixel in each image. This is implemented in the imported function preprocess_input. If you're curious, you can check the code for preprocess_input here.
Now that we have a way to format our image for supplying to ResNet-50, we are now ready to use the model to extract the predictions. This is accomplished with the predict method, which returns an array whose $i$-th entry is the model's predicted probability that the image belongs to the $i$-th ImageNet category. This is implemented in the ResNet50_predict_labels function below.
By taking the argmax of the predicted probability vector, we obtain an integer corresponding to the model's predicted object class, which we can identify with an object category through the use of this dictionary.
In [32]:
from keras.applications.resnet50 import preprocess_input, decode_predictions
def ResNet50_predict_labels(img_path):
# returns prediction vector for image located at img_path
img = preprocess_input(path_to_tensor(img_path))
return np.argmax(ResNet50_model.predict(img))
Write a Dog Detector¶
While looking at the dictionary, you will notice that the categories corresponding to dogs appear in an uninterrupted sequence and correspond to dictionary keys 151-268, inclusive, to include all categories from 'Chihuahua' to 'Mexican hairless'. Thus, in order to check to see if an image is predicted to contain a dog by the pre-trained ResNet-50 model, we need only check if the ResNet50_predict_labels function above returns a value between 151 and 268 (inclusive).
We use these ideas to complete the dog_detector function below, which returns True if a dog is detected in an image (and False if not).
In [33]:
### returns "True" if a dog is detected in the image stored at img_path
def dog_detector(img_path):
prediction = ResNet50_predict_labels(img_path)
return ((prediction <= 268) & (prediction >= 151))
(IMPLEMENTATION) Assess the Dog Detector¶
Question 3: Use the code cell below to test the performance of your dog_detector function.
- What percentage of the images in
human_files_shorthave a detected dog? - What percentage of the images in
dog_files_shorthave a detected dog?
Answer:
In [36]:
human_files_short = human_files[:100]
dog_files_short = train_files[:100]
### TODO: Test the performance of the dog_detector function
### on the images in human_files_short and dog_files_short.
human_cnt = 0
for file in human_files_short:
if dog_detector(file):
human_cnt += 1
dog_cnt = 0
for file in dog_files_short:
if dog_detector(file):
dog_cnt += 1
print("Percentage of the first 100 images in human_files have a detected dog: {}%".format(human_cnt))
print("Percentage of the first 100 images in dog_files have a detected dog: {}%".format(dog_cnt))
Percentage of the first 100 images in human_files have a detected dog: 1% Percentage of the first 100 images in dog_files have a detected dog: 100%
- The dog detection algorithm work well on both dog and humnan dataset
- It can detect every dog and only misdetect 1 human as a dog
Step 3: Create a CNN to Classify Dog Breeds (from Scratch)¶
Now that we have functions for detecting humans and dogs in images, we need a way to predict breed from images. In this step, you will create a CNN that classifies dog breeds. You must create your CNN from scratch (so, you can't use transfer learning yet!), and you must attain a test accuracy of at least 1%. In Step 5 of this notebook, you will have the opportunity to use transfer learning to create a CNN that attains greatly improved accuracy.
Be careful with adding too many trainable layers! More parameters means longer training, which means you are more likely to need a GPU to accelerate the training process. Thankfully, Keras provides a handy estimate of the time that each epoch is likely to take; you can extrapolate this estimate to figure out how long it will take for your algorithm to train.
We mention that the task of assigning breed to dogs from images is considered exceptionally challenging. To see why, consider that even a human would have great difficulty in distinguishing between a Brittany and a Welsh Springer Spaniel.
| Brittany | Welsh Springer Spaniel |
|---|---|
 |
 |
It is not difficult to find other dog breed pairs with minimal inter-class variation (for instance, Curly-Coated Retrievers and American Water Spaniels).
| Curly-Coated Retriever | American Water Spaniel |
|---|---|
 |
 |
Likewise, recall that labradors come in yellow, chocolate, and black. Your vision-based algorithm will have to conquer this high intra-class variation to determine how to classify all of these different shades as the same breed.
| Yellow Labrador | Chocolate Labrador | Black Labrador |
|---|---|---|
 |
 |
 |
We also mention that random chance presents an exceptionally low bar: setting aside the fact that the classes are slightly imabalanced, a random guess will provide a correct answer roughly 1 in 133 times, which corresponds to an accuracy of less than 1%.
Remember that the practice is far ahead of the theory in deep learning. Experiment with many different architectures, and trust your intuition. And, of course, have fun!
Pre-process the Data¶
We rescale the images by dividing every pixel in every image by 255.
In [37]:
from PIL import ImageFile
ImageFile.LOAD_TRUNCATED_IMAGES = True
# pre-process the data for Keras
train_tensors = paths_to_tensor(train_files).astype('float32')/255
valid_tensors = paths_to_tensor(valid_files).astype('float32')/255
test_tensors = paths_to_tensor(test_files).astype('float32')/255
0%| | 0/6680 [00:00<?, ?it/s]
0%|▏ | 22/6680 [00:00<00:30, 215.66it/s]
0%|▏ | 31/6680 [00:00<00:50, 130.78it/s]
1%|▎ | 54/6680 [00:00<00:44, 149.64it/s]
1%|▍ | 66/6680 [00:00<01:04, 102.26it/s]
1%|▍ | 85/6680 [00:00<00:56, 117.60it/s]
1%|▌ | 98/6680 [00:00<00:57, 114.66it/s]
2%|▋ | 110/6680 [00:01<02:02, 53.82it/s]
2%|▋ | 119/6680 [00:01<03:16, 33.40it/s]
2%|▋ | 126/6680 [00:02<04:01, 27.13it/s]
2%|▊ | 132/6680 [00:02<04:06, 26.52it/s]
2%|▊ | 137/6680 [00:02<04:02, 26.93it/s]
2%|▊ | 141/6680 [00:02<06:01, 18.08it/s]
2%|▊ | 145/6680 [00:03<06:43, 16.21it/s]
2%|▊ | 148/6680 [00:03<07:18, 14.91it/s]
2%|▉ | 152/6680 [00:03<06:34, 16.54it/s]
2%|▉ | 155/6680 [00:03<06:15, 17.39it/s]
2%|▉ | 158/6680 [00:03<06:02, 18.00it/s]
2%|▉ | 161/6680 [00:04<05:53, 18.45it/s]
2%|▉ | 164/6680 [00:04<05:18, 20.48it/s]
3%|▉ | 168/6680 [00:04<04:39, 23.28it/s]
3%|█ | 172/6680 [00:04<04:46, 22.71it/s]
3%|█ | 175/6680 [00:04<05:18, 20.44it/s]
3%|█ | 179/6680 [00:04<04:43, 22.93it/s]
3%|█ | 183/6680 [00:05<04:32, 23.80it/s]
3%|█ | 186/6680 [00:05<04:17, 25.18it/s]
3%|█ | 189/6680 [00:05<04:21, 24.82it/s]
3%|█▏ | 193/6680 [00:05<04:15, 25.39it/s]
3%|█▏ | 196/6680 [00:05<04:12, 25.66it/s]
3%|█▏ | 199/6680 [00:05<04:56, 21.84it/s]
3%|█▏ | 202/6680 [00:05<05:08, 21.03it/s]
3%|█▏ | 205/6680 [00:05<04:49, 22.38it/s]
3%|█▏ | 208/6680 [00:06<05:04, 21.29it/s]
3%|█▏ | 212/6680 [00:06<04:29, 23.96it/s]
3%|█▎ | 215/6680 [00:06<04:31, 23.80it/s]
3%|█▎ | 218/6680 [00:06<04:20, 24.81it/s]
3%|█▎ | 221/6680 [00:06<04:19, 24.92it/s]
3%|█▎ | 225/6680 [00:06<04:04, 26.43it/s]
3%|█▎ | 228/6680 [00:06<03:57, 27.18it/s]
3%|█▎ | 231/6680 [00:06<04:02, 26.56it/s]
4%|█▎ | 234/6680 [00:07<04:32, 23.66it/s]
4%|█▍ | 237/6680 [00:07<04:36, 23.27it/s]
4%|█▍ | 240/6680 [00:07<06:59, 15.36it/s]
4%|█▍ | 244/6680 [00:07<06:05, 17.60it/s]
4%|█▍ | 247/6680 [00:07<05:45, 18.63it/s]
4%|█▍ | 251/6680 [00:07<05:02, 21.27it/s]
4%|█▍ | 254/6680 [00:08<04:36, 23.25it/s]
4%|█▌ | 257/6680 [00:08<05:30, 19.45it/s]
4%|█▌ | 260/6680 [00:08<05:08, 20.79it/s]
4%|█▌ | 263/6680 [00:08<06:22, 16.79it/s]
4%|█▌ | 266/6680 [00:08<05:45, 18.55it/s]
4%|█▌ | 269/6680 [00:08<06:03, 17.63it/s]
4%|█▌ | 272/6680 [00:09<05:37, 19.01it/s]
4%|█▌ | 275/6680 [00:09<05:30, 19.37it/s]
4%|█▌ | 278/6680 [00:09<05:08, 20.77it/s]
4%|█▋ | 282/6680 [00:09<05:14, 20.35it/s]
4%|█▋ | 285/6680 [00:09<05:35, 19.04it/s]
4%|█▋ | 288/6680 [00:09<05:01, 21.21it/s]
4%|█▋ | 291/6680 [00:10<04:47, 22.22it/s]
4%|█▋ | 294/6680 [00:10<05:38, 18.86it/s]
4%|█▋ | 297/6680 [00:10<08:07, 13.10it/s]
4%|█▋ | 299/6680 [00:10<10:09, 10.46it/s]
5%|█▊ | 303/6680 [00:11<08:00, 13.28it/s]
5%|█▊ | 306/6680 [00:11<06:41, 15.87it/s]
5%|█▊ | 309/6680 [00:11<06:05, 17.42it/s]
5%|█▊ | 312/6680 [00:11<05:45, 18.42it/s]
5%|█▊ | 316/6680 [00:11<05:43, 18.53it/s]
5%|█▊ | 319/6680 [00:11<05:45, 18.39it/s]
5%|█▉ | 322/6680 [00:11<05:29, 19.32it/s]
5%|█▉ | 325/6680 [00:12<05:13, 20.27it/s]
5%|█▉ | 328/6680 [00:12<05:07, 20.64it/s]
5%|█▉ | 332/6680 [00:12<04:30, 23.51it/s]
5%|█▉ | 336/6680 [00:12<04:03, 26.09it/s]
5%|█▉ | 339/6680 [00:12<04:02, 26.16it/s]
5%|██ | 343/6680 [00:12<03:42, 28.44it/s]
5%|██ | 347/6680 [00:12<04:15, 24.77it/s]
5%|██ | 351/6680 [00:12<03:52, 27.17it/s]
5%|██ | 356/6680 [00:13<03:44, 28.13it/s]
5%|██ | 359/6680 [00:13<03:41, 28.59it/s]
5%|██ | 362/6680 [00:13<05:06, 20.62it/s]
5%|██▏ | 365/6680 [00:13<06:05, 17.29it/s]
6%|██▏ | 368/6680 [00:13<06:30, 16.16it/s]
6%|██▏ | 371/6680 [00:14<05:52, 17.91it/s]
6%|██▏ | 374/6680 [00:14<05:29, 19.16it/s]
6%|██▏ | 377/6680 [00:14<05:41, 18.44it/s]
6%|██▏ | 380/6680 [00:14<05:05, 20.64it/s]
6%|██▏ | 383/6680 [00:14<04:57, 21.13it/s]
6%|██▎ | 386/6680 [00:14<06:42, 15.64it/s]
6%|██▎ | 388/6680 [00:15<07:13, 14.51it/s]
6%|██▎ | 391/6680 [00:15<06:28, 16.17it/s]
6%|██▎ | 395/6680 [00:15<05:26, 19.24it/s]
6%|██▎ | 398/6680 [00:15<05:09, 20.33it/s]
6%|██▎ | 401/6680 [00:15<05:09, 20.27it/s]
6%|██▎ | 404/6680 [00:15<05:39, 18.51it/s]
6%|██▍ | 407/6680 [00:15<05:00, 20.91it/s]
6%|██▍ | 411/6680 [00:15<04:18, 24.23it/s]
6%|██▍ | 414/6680 [00:16<04:06, 25.38it/s]
6%|██▍ | 418/6680 [00:16<03:42, 28.21it/s]
6%|██▍ | 422/6680 [00:16<03:33, 29.25it/s]
6%|██▍ | 426/6680 [00:16<03:43, 27.94it/s]
6%|██▌ | 431/6680 [00:16<03:15, 31.96it/s]
7%|██▌ | 435/6680 [00:16<03:06, 33.41it/s]
7%|██▌ | 439/6680 [00:16<03:18, 31.42it/s]
7%|██▌ | 444/6680 [00:16<02:59, 34.70it/s]
7%|██▌ | 448/6680 [00:17<03:50, 26.99it/s]
7%|██▋ | 452/6680 [00:17<03:42, 28.02it/s]
7%|██▋ | 456/6680 [00:17<03:36, 28.79it/s]
7%|██▋ | 460/6680 [00:17<03:54, 26.50it/s]
7%|██▋ | 464/6680 [00:17<03:41, 28.06it/s]
7%|██▋ | 467/6680 [00:17<03:47, 27.28it/s]
7%|██▋ | 470/6680 [00:17<04:01, 25.74it/s]
7%|██▊ | 473/6680 [00:18<04:18, 23.98it/s]
7%|██▊ | 477/6680 [00:18<03:52, 26.65it/s]
7%|██▊ | 481/6680 [00:18<03:39, 28.18it/s]
7%|██▊ | 484/6680 [00:18<03:35, 28.70it/s]
7%|██▊ | 487/6680 [00:18<03:44, 27.63it/s]
7%|██▊ | 490/6680 [00:18<04:57, 20.77it/s]
7%|██▉ | 494/6680 [00:18<04:21, 23.63it/s]
7%|██▉ | 499/6680 [00:19<03:51, 26.68it/s]
8%|██▉ | 503/6680 [00:19<03:28, 29.64it/s]
8%|██▉ | 508/6680 [00:19<03:07, 32.96it/s]
8%|██▉ | 512/6680 [00:19<03:07, 32.91it/s]
8%|███ | 516/6680 [00:19<03:20, 30.75it/s]
8%|███ | 520/6680 [00:19<03:26, 29.79it/s]
8%|███ | 524/6680 [00:19<03:42, 27.70it/s]
8%|███ | 527/6680 [00:19<03:39, 28.03it/s]
8%|███ | 531/6680 [00:20<03:34, 28.68it/s]
8%|███ | 535/6680 [00:20<03:27, 29.66it/s]
8%|███▏ | 539/6680 [00:20<03:30, 29.14it/s]
8%|███▏ | 544/6680 [00:20<03:31, 29.01it/s]
8%|███▏ | 548/6680 [00:20<03:20, 30.60it/s]
8%|███▏ | 552/6680 [00:20<03:08, 32.52it/s]
8%|███▏ | 556/6680 [00:20<03:03, 33.42it/s]
8%|███▎ | 560/6680 [00:20<03:07, 32.57it/s]
8%|███▎ | 564/6680 [00:21<02:58, 34.23it/s]
9%|███▎ | 568/6680 [00:21<03:33, 28.69it/s]
9%|███▎ | 572/6680 [00:21<04:05, 24.86it/s]
9%|███▎ | 575/6680 [00:21<04:14, 23.95it/s]
9%|███▎ | 578/6680 [00:21<03:59, 25.49it/s]
9%|███▍ | 584/6680 [00:21<03:27, 29.44it/s]
9%|███▍ | 588/6680 [00:21<03:32, 28.61it/s]
9%|███▍ | 592/6680 [00:22<04:30, 22.51it/s]
9%|███▍ | 596/6680 [00:22<03:54, 25.91it/s]
9%|███▌ | 601/6680 [00:22<03:21, 30.23it/s]
9%|███▌ | 605/6680 [00:22<03:10, 31.84it/s]
9%|███▌ | 610/6680 [00:22<02:53, 34.91it/s]
9%|███▌ | 616/6680 [00:22<02:41, 37.45it/s]
9%|███▋ | 621/6680 [00:22<02:44, 36.83it/s]
9%|███▋ | 625/6680 [00:23<03:15, 30.90it/s]
9%|███▋ | 629/6680 [00:23<03:12, 31.45it/s]
9%|███▋ | 633/6680 [00:23<03:07, 32.30it/s]
10%|███▋ | 637/6680 [00:23<03:12, 31.37it/s]
10%|███▋ | 641/6680 [00:23<03:31, 28.58it/s]
10%|███▊ | 647/6680 [00:23<03:05, 32.58it/s]
10%|███▊ | 652/6680 [00:23<02:48, 35.76it/s]
10%|███▊ | 656/6680 [00:24<02:46, 36.23it/s]
10%|███▊ | 660/6680 [00:24<03:07, 32.16it/s]
10%|███▉ | 664/6680 [00:24<03:03, 32.74it/s]
10%|███▉ | 669/6680 [00:24<02:47, 35.89it/s]
10%|███▉ | 674/6680 [00:24<02:42, 36.87it/s]
10%|███▉ | 678/6680 [00:24<02:47, 35.83it/s]
10%|███▉ | 683/6680 [00:24<02:37, 37.99it/s]
10%|████ | 688/6680 [00:24<02:27, 40.64it/s]
10%|████ | 693/6680 [00:25<02:41, 37.03it/s]
10%|████ | 698/6680 [00:25<02:31, 39.58it/s]
11%|████ | 703/6680 [00:25<02:23, 41.69it/s]
11%|████▏ | 708/6680 [00:25<02:30, 39.60it/s]
11%|████▏ | 713/6680 [00:25<03:18, 30.05it/s]
11%|████▏ | 718/6680 [00:25<02:56, 33.72it/s]
11%|████▏ | 723/6680 [00:25<02:42, 36.63it/s]
11%|████▎ | 728/6680 [00:25<02:45, 36.04it/s]
11%|████▎ | 734/6680 [00:26<02:30, 39.56it/s]
11%|████▎ | 739/6680 [00:26<02:40, 37.05it/s]
11%|████▎ | 743/6680 [00:26<02:54, 34.10it/s]
11%|████▎ | 747/6680 [00:26<02:54, 33.95it/s]
11%|████▍ | 751/6680 [00:26<03:09, 31.23it/s]
11%|████▍ | 757/6680 [00:26<02:48, 35.13it/s]
11%|████▍ | 761/6680 [00:26<02:49, 34.84it/s]
11%|████▍ | 766/6680 [00:27<02:40, 36.89it/s]
12%|████▍ | 770/6680 [00:27<02:44, 35.84it/s]
12%|████▌ | 774/6680 [00:27<02:39, 36.99it/s]
12%|████▌ | 779/6680 [00:27<02:30, 39.09it/s]
12%|████▌ | 784/6680 [00:27<02:38, 37.16it/s]
12%|████▌ | 789/6680 [00:27<02:30, 39.22it/s]
12%|████▋ | 794/6680 [00:27<02:49, 34.76it/s]
12%|████▋ | 798/6680 [00:27<02:54, 33.63it/s]
12%|████▋ | 804/6680 [00:28<02:36, 37.64it/s]
12%|████▋ | 809/6680 [00:28<03:01, 32.30it/s]
12%|████▊ | 814/6680 [00:28<02:45, 35.45it/s]
12%|████▊ | 819/6680 [00:28<02:40, 36.54it/s]
12%|████▊ | 823/6680 [00:28<02:52, 33.89it/s]
12%|████▊ | 827/6680 [00:28<02:50, 34.24it/s]
12%|████▊ | 832/6680 [00:28<02:57, 33.02it/s]
13%|████▉ | 836/6680 [00:29<04:15, 22.84it/s]
13%|████▉ | 840/6680 [00:29<03:45, 25.86it/s]
13%|████▉ | 844/6680 [00:29<03:57, 24.56it/s]
13%|████▉ | 848/6680 [00:29<03:37, 26.77it/s]
13%|████▉ | 854/6680 [00:29<03:08, 30.96it/s]
13%|█████ | 858/6680 [00:29<02:56, 33.05it/s]
13%|█████ | 863/6680 [00:29<02:39, 36.39it/s]
13%|█████ | 867/6680 [00:30<02:45, 35.13it/s]
13%|█████ | 871/6680 [00:30<02:44, 35.40it/s]
13%|█████▏ | 878/6680 [00:30<02:23, 40.34it/s]
13%|█████▏ | 883/6680 [00:30<02:20, 41.23it/s]
13%|█████▏ | 888/6680 [00:30<02:14, 42.96it/s]
13%|█████▏ | 893/6680 [00:30<02:12, 43.68it/s]
13%|█████▏ | 898/6680 [00:30<02:53, 33.26it/s]
14%|█████▎ | 903/6680 [00:30<02:40, 35.93it/s]
14%|█████▎ | 907/6680 [00:31<03:09, 30.46it/s]
14%|█████▎ | 911/6680 [00:31<02:58, 32.33it/s]
14%|█████▎ | 915/6680 [00:31<02:51, 33.69it/s]
14%|█████▎ | 919/6680 [00:31<02:44, 34.99it/s]
14%|█████▍ | 923/6680 [00:31<03:02, 31.62it/s]
14%|█████▍ | 928/6680 [00:31<02:43, 35.16it/s]
14%|█████▍ | 932/6680 [00:31<03:06, 30.83it/s]
14%|█████▍ | 936/6680 [00:32<02:55, 32.70it/s]
14%|█████▍ | 940/6680 [00:32<04:19, 22.13it/s]
14%|█████▌ | 943/6680 [00:32<04:51, 19.71it/s]
14%|█████▌ | 946/6680 [00:32<05:18, 18.01it/s]
14%|█████▌ | 949/6680 [00:32<04:56, 19.32it/s]
14%|█████▌ | 952/6680 [00:32<04:51, 19.63it/s]
14%|█████▌ | 955/6680 [00:33<05:36, 17.02it/s]
14%|█████▌ | 957/6680 [00:33<07:19, 13.02it/s]
14%|█████▌ | 959/6680 [00:33<07:00, 13.59it/s]
14%|█████▌ | 962/6680 [00:33<07:20, 12.97it/s]
14%|█████▋ | 964/6680 [00:33<07:08, 13.34it/s]
14%|█████▋ | 966/6680 [00:34<09:43, 9.79it/s]
14%|█████▋ | 968/6680 [00:34<09:00, 10.57it/s]
15%|█████▋ | 970/6680 [00:34<11:38, 8.17it/s]
15%|█████▋ | 977/6680 [00:34<08:36, 11.04it/s]
15%|█████▋ | 981/6680 [00:35<06:45, 14.06it/s]
15%|█████▊ | 985/6680 [00:35<05:26, 17.45it/s]
15%|█████▊ | 989/6680 [00:35<04:32, 20.87it/s]
15%|█████▊ | 994/6680 [00:35<03:47, 25.03it/s]
15%|█████▊ | 998/6680 [00:35<03:34, 26.51it/s]
15%|█████▋ | 1003/6680 [00:35<03:09, 30.02it/s]
15%|█████▋ | 1008/6680 [00:35<02:50, 33.36it/s]
15%|█████▊ | 1013/6680 [00:35<02:40, 35.41it/s]
15%|█████▊ | 1018/6680 [00:36<03:08, 30.00it/s]
15%|█████▊ | 1024/6680 [00:36<02:43, 34.68it/s]
15%|█████▊ | 1029/6680 [00:36<02:34, 36.60it/s]
15%|█████▉ | 1034/6680 [00:36<02:41, 35.03it/s]
16%|█████▉ | 1038/6680 [00:36<03:07, 30.13it/s]
16%|█████▉ | 1042/6680 [00:36<02:54, 32.23it/s]
16%|█████▉ | 1046/6680 [00:36<02:52, 32.71it/s]
16%|█████▉ | 1050/6680 [00:36<02:50, 32.97it/s]
16%|██████ | 1055/6680 [00:37<02:37, 35.63it/s]
16%|██████ | 1060/6680 [00:37<02:24, 38.99it/s]
16%|██████ | 1066/6680 [00:37<02:14, 41.75it/s]
16%|██████ | 1071/6680 [00:37<02:16, 41.00it/s]
16%|██████ | 1076/6680 [00:37<02:25, 38.53it/s]
16%|██████▏ | 1080/6680 [00:37<02:36, 35.82it/s]
16%|██████▏ | 1084/6680 [00:37<02:44, 33.96it/s]
16%|██████▏ | 1089/6680 [00:37<02:29, 37.41it/s]
16%|██████▏ | 1095/6680 [00:38<02:14, 41.65it/s]
16%|██████▎ | 1101/6680 [00:38<02:09, 42.99it/s]
17%|██████▎ | 1106/6680 [00:38<02:46, 33.44it/s]
17%|██████▎ | 1112/6680 [00:38<02:27, 37.76it/s]
17%|██████▎ | 1117/6680 [00:38<02:23, 38.85it/s]
17%|██████▍ | 1122/6680 [00:38<02:30, 37.01it/s]
17%|██████▍ | 1126/6680 [00:39<03:36, 25.68it/s]
17%|██████▍ | 1131/6680 [00:39<03:14, 28.48it/s]
17%|██████▍ | 1136/6680 [00:39<03:09, 29.25it/s]
17%|██████▍ | 1142/6680 [00:39<02:44, 33.75it/s]
17%|██████▌ | 1147/6680 [00:39<02:42, 34.04it/s]
17%|██████▌ | 1151/6680 [00:39<02:40, 34.34it/s]
17%|██████▌ | 1156/6680 [00:39<02:31, 36.49it/s]
17%|██████▌ | 1160/6680 [00:40<02:57, 31.02it/s]
17%|██████▋ | 1165/6680 [00:40<02:39, 34.65it/s]
18%|██████▋ | 1169/6680 [00:40<02:59, 30.76it/s]
18%|██████▋ | 1174/6680 [00:40<02:38, 34.78it/s]
18%|██████▋ | 1180/6680 [00:40<02:20, 39.25it/s]
18%|██████▋ | 1185/6680 [00:40<02:37, 34.92it/s]
18%|██████▊ | 1190/6680 [00:40<02:27, 37.28it/s]
18%|██████▊ | 1195/6680 [00:40<02:16, 40.16it/s]
18%|██████▊ | 1200/6680 [00:41<02:13, 41.10it/s]
18%|██████▊ | 1205/6680 [00:41<02:06, 43.42it/s]
18%|██████▉ | 1211/6680 [00:41<02:19, 39.18it/s]
18%|██████▉ | 1216/6680 [00:41<02:24, 37.73it/s]
18%|██████▉ | 1221/6680 [00:41<02:18, 39.47it/s]
18%|██████▉ | 1226/6680 [00:41<02:25, 37.57it/s]
18%|███████ | 1231/6680 [00:41<02:18, 39.35it/s]
19%|███████ | 1237/6680 [00:41<02:04, 43.69it/s]
19%|███████ | 1243/6680 [00:42<01:57, 46.14it/s]
19%|███████ | 1249/6680 [00:42<02:15, 39.97it/s]
19%|███████▏ | 1254/6680 [00:42<02:47, 32.37it/s]
19%|███████▏ | 1258/6680 [00:42<02:42, 33.39it/s]
19%|███████▏ | 1262/6680 [00:42<02:41, 33.54it/s]
19%|███████▏ | 1266/6680 [00:42<02:46, 32.50it/s]
19%|███████▏ | 1271/6680 [00:42<02:33, 35.31it/s]
19%|███████▎ | 1276/6680 [00:43<02:25, 37.08it/s]
19%|███████▎ | 1282/6680 [00:43<02:13, 40.36it/s]
19%|███████▎ | 1287/6680 [00:43<02:13, 40.35it/s]
19%|███████▎ | 1292/6680 [00:43<02:10, 41.34it/s]
19%|███████▍ | 1297/6680 [00:43<02:20, 38.21it/s]
19%|███████▍ | 1302/6680 [00:43<02:25, 36.84it/s]
20%|███████▍ | 1306/6680 [00:43<02:22, 37.63it/s]
20%|███████▍ | 1310/6680 [00:43<02:25, 37.03it/s]
20%|███████▍ | 1316/6680 [00:44<02:10, 40.98it/s]
20%|███████▌ | 1323/6680 [00:44<01:55, 46.24it/s]
20%|███████▌ | 1328/6680 [00:44<02:03, 43.48it/s]
20%|███████▌ | 1333/6680 [00:44<02:07, 41.84it/s]
20%|███████▌ | 1338/6680 [00:44<03:05, 28.74it/s]
20%|███████▋ | 1343/6680 [00:44<02:44, 32.43it/s]
20%|███████▋ | 1348/6680 [00:44<02:40, 33.22it/s]
20%|███████▋ | 1352/6680 [00:45<02:37, 33.84it/s]
20%|███████▋ | 1357/6680 [00:45<02:25, 36.49it/s]
20%|███████▋ | 1362/6680 [00:45<02:17, 38.69it/s]
20%|███████▊ | 1368/6680 [00:45<02:04, 42.57it/s]
21%|███████▊ | 1374/6680 [00:45<01:59, 44.45it/s]
21%|███████▊ | 1379/6680 [00:45<01:58, 44.75it/s]
21%|███████▊ | 1384/6680 [00:45<02:02, 43.21it/s]
21%|███████▉ | 1389/6680 [00:45<02:12, 40.06it/s]
21%|███████▉ | 1394/6680 [00:46<02:25, 36.37it/s]
21%|███████▉ | 1399/6680 [00:46<02:14, 39.24it/s]
21%|███████▉ | 1404/6680 [00:46<03:22, 26.03it/s]
21%|████████ | 1408/6680 [00:46<03:57, 22.16it/s]
21%|████████ | 1411/6680 [00:46<04:26, 19.77it/s]
21%|████████ | 1414/6680 [00:47<04:21, 20.16it/s]
21%|████████ | 1417/6680 [00:47<05:49, 15.05it/s]
21%|████████ | 1419/6680 [00:47<05:32, 15.83it/s]
21%|████████ | 1421/6680 [00:47<06:45, 12.98it/s]
21%|████████ | 1423/6680 [00:47<07:46, 11.27it/s]
21%|████████ | 1425/6680 [00:48<07:19, 11.94it/s]
21%|████████ | 1427/6680 [00:48<06:55, 12.63it/s]
21%|████████▏ | 1429/6680 [00:48<06:21, 13.76it/s]
21%|████████▏ | 1432/6680 [00:48<05:49, 15.02it/s]
21%|████████▏ | 1434/6680 [00:48<06:18, 13.87it/s]
22%|████████▏ | 1437/6680 [00:48<05:47, 15.09it/s]
22%|████████▏ | 1439/6680 [00:48<06:07, 14.27it/s]
22%|████████▏ | 1441/6680 [00:49<05:52, 14.84it/s]
22%|████████▏ | 1443/6680 [00:49<05:53, 14.83it/s]
22%|████████▏ | 1445/6680 [00:49<06:17, 13.87it/s]
22%|████████▏ | 1447/6680 [00:49<06:03, 14.39it/s]
22%|████████▏ | 1449/6680 [00:49<06:46, 12.86it/s]
22%|████████▎ | 1451/6680 [00:50<09:10, 9.50it/s]
22%|████████▎ | 1453/6680 [00:50<08:53, 9.80it/s]
22%|████████▎ | 1455/6680 [00:50<11:03, 7.88it/s]
22%|████████▎ | 1456/6680 [00:50<10:33, 8.25it/s]
22%|████████▎ | 1457/6680 [00:50<10:28, 8.31it/s]
22%|████████▎ | 1458/6680 [00:50<10:57, 7.94it/s]
22%|████████▎ | 1460/6680 [00:51<09:50, 8.83it/s]
22%|████████▎ | 1462/6680 [00:51<09:07, 9.53it/s]
22%|████████▎ | 1464/6680 [00:51<09:47, 8.87it/s]
22%|████████▎ | 1465/6680 [00:51<10:27, 8.31it/s]
22%|████████▎ | 1467/6680 [00:51<09:10, 9.48it/s]
22%|████████▎ | 1469/6680 [00:52<08:06, 10.71it/s]
22%|████████▎ | 1472/6680 [00:52<06:57, 12.48it/s]
22%|████████▍ | 1474/6680 [00:52<07:12, 12.03it/s]
22%|████████▍ | 1476/6680 [00:52<06:24, 13.53it/s]
22%|████████▍ | 1479/6680 [00:52<06:12, 13.96it/s]
22%|████████▍ | 1481/6680 [00:52<06:05, 14.23it/s]
22%|████████▍ | 1483/6680 [00:53<07:19, 11.82it/s]
22%|████████▍ | 1485/6680 [00:53<09:11, 9.42it/s]
22%|████████▍ | 1487/6680 [00:53<09:35, 9.03it/s]
22%|████████▍ | 1489/6680 [00:53<10:53, 7.95it/s]
22%|████████▍ | 1491/6680 [00:54<10:12, 8.48it/s]
22%|████████▍ | 1492/6680 [00:54<23:41, 3.65it/s]
22%|████████▍ | 1494/6680 [00:54<18:15, 4.73it/s]
22%|████████▌ | 1495/6680 [00:55<22:53, 3.77it/s]
22%|████████▌ | 1496/6680 [00:55<19:46, 4.37it/s]
22%|████████▌ | 1497/6680 [00:55<18:56, 4.56it/s]
22%|████████▌ | 1499/6680 [00:55<16:12, 5.33it/s]
22%|████████▌ | 1501/6680 [00:55<13:01, 6.63it/s]
22%|████████▌ | 1502/6680 [00:56<12:17, 7.02it/s]
23%|████████▌ | 1504/6680 [00:56<11:09, 7.73it/s]
23%|████████▌ | 1506/6680 [00:56<09:59, 8.63it/s]
23%|████████▌ | 1508/6680 [00:56<09:50, 8.76it/s]
23%|████████▌ | 1509/6680 [00:56<09:40, 8.91it/s]
23%|████████▌ | 1511/6680 [00:56<09:41, 8.89it/s]
23%|████████▌ | 1513/6680 [00:57<08:22, 10.29it/s]
23%|████████▌ | 1515/6680 [00:57<08:03, 10.67it/s]
23%|████████▋ | 1517/6680 [00:57<08:23, 10.25it/s]
23%|████████▋ | 1519/6680 [00:57<08:42, 9.87it/s]
23%|████████▋ | 1521/6680 [00:57<08:52, 9.69it/s]
23%|████████▋ | 1523/6680 [00:58<11:08, 7.71it/s]
23%|████████▋ | 1525/6680 [00:58<10:07, 8.49it/s]
23%|████████▋ | 1526/6680 [00:58<10:11, 8.42it/s]
23%|████████▋ | 1528/6680 [00:58<10:09, 8.46it/s]
23%|████████▋ | 1529/6680 [00:58<09:54, 8.66it/s]
23%|████████▋ | 1531/6680 [00:59<09:26, 9.08it/s]
23%|████████▋ | 1532/6680 [00:59<09:49, 8.73it/s]
23%|████████▋ | 1534/6680 [00:59<08:49, 9.72it/s]
23%|████████▋ | 1536/6680 [00:59<09:05, 9.43it/s]
23%|████████▋ | 1538/6680 [01:00<11:44, 7.29it/s]
23%|████████▊ | 1540/6680 [01:00<09:47, 8.75it/s]
23%|████████▊ | 1542/6680 [01:00<09:23, 9.12it/s]
23%|████████▊ | 1544/6680 [01:00<09:50, 8.70it/s]
23%|████████▊ | 1545/6680 [01:00<09:51, 8.68it/s]
23%|████████▊ | 1546/6680 [01:00<09:31, 8.99it/s]
23%|████████▊ | 1547/6680 [01:01<14:46, 5.79it/s]
23%|████████▊ | 1548/6680 [01:01<12:55, 6.61it/s]
23%|████████▊ | 1550/6680 [01:01<13:29, 6.33it/s]
23%|████████▊ | 1552/6680 [01:01<11:56, 7.15it/s]
23%|████████▊ | 1553/6680 [01:02<15:18, 5.58it/s]
23%|████████▊ | 1554/6680 [01:02<13:59, 6.10it/s]
23%|████████▊ | 1556/6680 [01:02<11:35, 7.37it/s]
23%|████████▊ | 1558/6680 [01:02<11:10, 7.64it/s]
23%|████████▊ | 1559/6680 [01:02<10:37, 8.03it/s]
23%|████████▊ | 1560/6680 [01:02<10:46, 7.92it/s]
23%|████████▉ | 1561/6680 [01:03<12:04, 7.07it/s]
23%|████████▉ | 1563/6680 [01:03<11:00, 7.75it/s]
23%|████████▉ | 1565/6680 [01:03<11:39, 7.32it/s]
23%|████████▉ | 1566/6680 [01:03<10:47, 7.90it/s]
23%|████████▉ | 1568/6680 [01:03<10:10, 8.38it/s]
23%|████████▉ | 1569/6680 [01:03<10:57, 7.78it/s]
24%|████████▉ | 1570/6680 [01:04<10:16, 8.29it/s]
24%|████████▉ | 1571/6680 [01:04<10:30, 8.10it/s]
24%|████████▉ | 1572/6680 [01:04<10:23, 8.19it/s]
24%|████████▉ | 1573/6680 [01:04<10:29, 8.11it/s]
24%|████████▉ | 1574/6680 [01:04<11:59, 7.10it/s]
24%|████████▉ | 1576/6680 [01:04<09:41, 8.78it/s]
24%|████████▉ | 1578/6680 [01:04<08:50, 9.61it/s]
24%|████████▉ | 1580/6680 [01:05<08:18, 10.23it/s]
24%|█████████ | 1583/6680 [01:05<08:51, 9.60it/s]
24%|█████████ | 1585/6680 [01:05<08:01, 10.59it/s]
24%|█████████ | 1587/6680 [01:05<07:59, 10.62it/s]
24%|█████████ | 1589/6680 [01:06<10:43, 7.91it/s]
24%|█████████ | 1590/6680 [01:06<13:33, 6.26it/s]
24%|█████████ | 1591/6680 [01:06<12:09, 6.97it/s]
24%|█████████ | 1593/6680 [01:06<10:38, 7.97it/s]
24%|█████████ | 1595/6680 [01:06<09:50, 8.61it/s]
24%|█████████ | 1597/6680 [01:07<08:44, 9.69it/s]
24%|█████████ | 1599/6680 [01:07<09:06, 9.29it/s]
24%|█████████ | 1601/6680 [01:07<09:52, 8.58it/s]
24%|█████████ | 1603/6680 [01:07<08:47, 9.63it/s]
24%|█████████▏ | 1605/6680 [01:07<08:09, 10.36it/s]
24%|█████████▏ | 1607/6680 [01:08<08:37, 9.80it/s]
24%|█████████▏ | 1609/6680 [01:08<09:37, 8.78it/s]
24%|█████████▏ | 1610/6680 [01:08<10:02, 8.42it/s]
24%|█████████▏ | 1611/6680 [01:08<11:00, 7.68it/s]
24%|█████████▏ | 1613/6680 [01:08<09:48, 8.62it/s]
24%|█████████▏ | 1615/6680 [01:08<09:04, 9.30it/s]
24%|█████████▏ | 1616/6680 [01:09<09:59, 8.44it/s]
24%|█████████▏ | 1619/6680 [01:09<08:10, 10.31it/s]
24%|█████████▏ | 1621/6680 [01:09<07:31, 11.21it/s]
24%|█████████▏ | 1624/6680 [01:09<06:32, 12.88it/s]
24%|█████████▏ | 1626/6680 [01:09<06:51, 12.27it/s]
24%|█████████▎ | 1628/6680 [01:09<07:00, 12.00it/s]
24%|█████████▎ | 1630/6680 [01:10<07:58, 10.55it/s]
24%|█████████▎ | 1632/6680 [01:10<07:29, 11.24it/s]
24%|█████████▎ | 1634/6680 [01:10<07:10, 11.73it/s]
24%|█████████▎ | 1636/6680 [01:10<07:07, 11.80it/s]
25%|█████████▎ | 1638/6680 [01:10<07:45, 10.83it/s]
25%|█████████▎ | 1640/6680 [01:11<08:07, 10.34it/s]
25%|█████████▎ | 1642/6680 [01:11<10:11, 8.24it/s]
25%|█████████▎ | 1644/6680 [01:11<10:00, 8.39it/s]
25%|█████████▎ | 1645/6680 [01:11<09:49, 8.54it/s]
25%|█████████▎ | 1647/6680 [01:11<09:08, 9.17it/s]
25%|█████████▎ | 1648/6680 [01:12<10:01, 8.36it/s]
25%|█████████▍ | 1650/6680 [01:12<09:04, 9.23it/s]
25%|█████████▍ | 1651/6680 [01:12<09:10, 9.14it/s]
25%|█████████▍ | 1652/6680 [01:12<09:24, 8.91it/s]
25%|█████████▍ | 1654/6680 [01:12<08:25, 9.93it/s]
25%|█████████▍ | 1656/6680 [01:12<07:47, 10.76it/s]
25%|█████████▍ | 1658/6680 [01:12<07:44, 10.81it/s]
25%|█████████▍ | 1660/6680 [01:13<07:20, 11.40it/s]
25%|█████████▍ | 1662/6680 [01:13<07:28, 11.20it/s]
25%|█████████▍ | 1664/6680 [01:13<06:43, 12.44it/s]
25%|█████████▍ | 1666/6680 [01:13<06:39, 12.55it/s]
25%|█████████▍ | 1668/6680 [01:13<08:54, 9.38it/s]
25%|█████████▌ | 1670/6680 [01:14<13:44, 6.08it/s]
25%|█████████▌ | 1671/6680 [01:14<13:50, 6.03it/s]
25%|█████████▌ | 1673/6680 [01:14<12:22, 6.75it/s]
25%|█████████▌ | 1674/6680 [01:14<11:30, 7.25it/s]
25%|█████████▌ | 1676/6680 [01:15<10:01, 8.33it/s]
25%|█████████▌ | 1677/6680 [01:15<10:05, 8.27it/s]
25%|█████████▌ | 1678/6680 [01:15<11:20, 7.35it/s]
25%|█████████▌ | 1680/6680 [01:16<14:50, 5.61it/s]
25%|█████████▌ | 1681/6680 [01:16<13:08, 6.34it/s]
25%|█████████▌ | 1682/6680 [01:16<12:22, 6.73it/s]
25%|█████████▌ | 1683/6680 [01:16<21:04, 3.95it/s]
25%|█████████▌ | 1684/6680 [01:17<21:28, 3.88it/s]
25%|█████████▌ | 1685/6680 [01:17<21:34, 3.86it/s]
25%|█████████▌ | 1686/6680 [01:17<24:21, 3.42it/s]
25%|█████████▌ | 1688/6680 [01:17<19:34, 4.25it/s]
25%|█████████▌ | 1689/6680 [01:18<20:05, 4.14it/s]
25%|█████████▌ | 1690/6680 [01:18<19:14, 4.32it/s]
25%|█████████▌ | 1691/6680 [01:18<18:17, 4.55it/s]
25%|█████████▋ | 1692/6680 [01:18<16:38, 5.00it/s]
25%|█████████▋ | 1693/6680 [01:18<19:07, 4.35it/s]
25%|█████████▋ | 1695/6680 [01:19<16:56, 4.90it/s]
25%|█████████▋ | 1696/6680 [01:19<18:21, 4.52it/s]
25%|█████████▋ | 1697/6680 [01:19<16:20, 5.08it/s]
25%|█████████▋ | 1698/6680 [01:19<14:01, 5.92it/s]
25%|█████████▋ | 1699/6680 [01:19<12:24, 6.69it/s]
25%|█████████▋ | 1701/6680 [01:20<12:35, 6.59it/s]
25%|█████████▋ | 1702/6680 [01:20<11:58, 6.93it/s]
25%|█████████▋ | 1703/6680 [01:20<18:43, 4.43it/s]
26%|█████████▋ | 1704/6680 [01:20<17:44, 4.68it/s]
26%|█████████▋ | 1705/6680 [01:21<16:58, 4.89it/s]
26%|█████████▋ | 1706/6680 [01:21<15:52, 5.22it/s]
26%|█████████▋ | 1707/6680 [01:21<18:12, 4.55it/s]
26%|█████████▋ | 1709/6680 [01:21<16:51, 4.91it/s]
26%|█████████▋ | 1710/6680 [01:22<15:48, 5.24it/s]
26%|█████████▋ | 1711/6680 [01:22<16:56, 4.89it/s]
26%|█████████▋ | 1712/6680 [01:22<20:52, 3.97it/s]
26%|█████████▋ | 1713/6680 [01:22<18:57, 4.37it/s]
26%|█████████▊ | 1715/6680 [01:23<15:55, 5.20it/s]
26%|█████████▊ | 1716/6680 [01:23<14:08, 5.85it/s]
26%|█████████▊ | 1717/6680 [01:23<13:24, 6.17it/s]
26%|█████████▊ | 1719/6680 [01:23<12:07, 6.82it/s]
26%|█████████▎ | 1720/6680 [01:28<2:12:24, 1.60s/it]
26%|█████████▎ | 1721/6680 [01:28<1:35:50, 1.16s/it]
26%|█████████▎ | 1723/6680 [01:28<1:08:29, 1.21it/s]
26%|█████████▊ | 1724/6680 [01:28<50:30, 1.64it/s]
26%|█████████▊ | 1726/6680 [01:29<38:28, 2.15it/s]
26%|█████████▊ | 1727/6680 [01:29<31:09, 2.65it/s]
26%|█████████▊ | 1728/6680 [01:29<24:25, 3.38it/s]
26%|█████████▊ | 1731/6680 [01:29<18:34, 4.44it/s]
26%|█████████▊ | 1733/6680 [01:30<18:58, 4.34it/s]
26%|█████████▉ | 1736/6680 [01:30<15:00, 5.49it/s]
26%|█████████▉ | 1738/6680 [01:30<12:17, 6.70it/s]
26%|█████████▉ | 1740/6680 [01:30<10:31, 7.82it/s]
26%|█████████▉ | 1742/6680 [01:30<09:02, 9.10it/s]
26%|█████████▉ | 1744/6680 [01:30<08:29, 9.69it/s]
26%|█████████▉ | 1746/6680 [01:31<08:20, 9.87it/s]
26%|█████████▉ | 1748/6680 [01:31<07:36, 10.80it/s]
26%|█████████▉ | 1750/6680 [01:31<07:08, 11.50it/s]
26%|█████████▉ | 1752/6680 [01:31<07:05, 11.60it/s]
26%|█████████▉ | 1754/6680 [01:31<06:57, 11.81it/s]
26%|█████████▉ | 1756/6680 [01:31<06:47, 12.10it/s]
26%|██████████ | 1758/6680 [01:31<06:23, 12.85it/s]
26%|██████████ | 1760/6680 [01:32<07:20, 11.16it/s]
26%|██████████ | 1763/6680 [01:32<07:33, 10.83it/s]
26%|██████████ | 1765/6680 [01:32<08:10, 10.03it/s]
26%|██████████ | 1767/6680 [01:32<07:53, 10.38it/s]
26%|██████████ | 1769/6680 [01:33<07:20, 11.15it/s]
27%|██████████ | 1772/6680 [01:33<06:31, 12.54it/s]
27%|██████████ | 1774/6680 [01:33<06:39, 12.30it/s]
27%|██████████ | 1776/6680 [01:33<06:40, 12.24it/s]
27%|██████████ | 1778/6680 [01:33<07:22, 11.09it/s]
27%|██████████▏ | 1780/6680 [01:34<10:11, 8.01it/s]
27%|██████████▏ | 1781/6680 [01:34<14:20, 5.70it/s]
27%|██████████▏ | 1782/6680 [01:34<16:26, 4.96it/s]
27%|██████████▏ | 1783/6680 [01:35<23:48, 3.43it/s]
27%|██████████▏ | 1784/6680 [01:35<27:22, 2.98it/s]
27%|██████████▏ | 1785/6680 [01:36<29:13, 2.79it/s]
27%|██████████▏ | 1787/6680 [01:36<22:37, 3.60it/s]
27%|██████████▏ | 1788/6680 [01:36<19:40, 4.14it/s]
27%|██████████▏ | 1791/6680 [01:36<14:45, 5.52it/s]
27%|██████████▏ | 1794/6680 [01:36<11:17, 7.21it/s]
27%|██████████▏ | 1797/6680 [01:36<08:52, 9.18it/s]
27%|██████████▏ | 1799/6680 [01:36<07:43, 10.54it/s]
27%|██████████▎ | 1802/6680 [01:37<06:24, 12.67it/s]
27%|██████████▎ | 1804/6680 [01:37<07:20, 11.07it/s]
27%|██████████▎ | 1806/6680 [01:37<06:52, 11.81it/s]
27%|██████████▎ | 1808/6680 [01:37<07:52, 10.32it/s]
27%|██████████▎ | 1811/6680 [01:37<06:32, 12.40it/s]
27%|██████████▎ | 1813/6680 [01:38<08:26, 9.60it/s]
27%|██████████▎ | 1815/6680 [01:38<07:37, 10.63it/s]
27%|██████████▎ | 1817/6680 [01:38<07:08, 11.36it/s]
27%|██████████▎ | 1823/6680 [01:38<05:29, 14.75it/s]
27%|██████████▍ | 1827/6680 [01:38<04:29, 17.98it/s]
27%|██████████▍ | 1831/6680 [01:38<03:45, 21.53it/s]
27%|██████████▍ | 1836/6680 [01:38<03:14, 24.92it/s]
28%|██████████▍ | 1842/6680 [01:38<02:46, 28.99it/s]
28%|██████████▌ | 1847/6680 [01:39<02:32, 31.72it/s]
28%|██████████▌ | 1851/6680 [01:39<02:23, 33.65it/s]
28%|██████████▌ | 1855/6680 [01:39<02:29, 32.18it/s]
28%|██████████▌ | 1860/6680 [01:39<02:16, 35.42it/s]
28%|██████████▌ | 1865/6680 [01:39<02:06, 38.10it/s]
28%|██████████▋ | 1870/6680 [01:39<02:11, 36.61it/s]
28%|██████████▋ | 1874/6680 [01:39<02:14, 35.66it/s]
28%|██████████▋ | 1880/6680 [01:39<02:03, 38.86it/s]
28%|██████████▋ | 1886/6680 [01:40<01:51, 42.99it/s]
28%|██████████▊ | 1892/6680 [01:40<01:45, 45.18it/s]
28%|██████████▊ | 1897/6680 [01:40<02:09, 37.02it/s]
29%|██████████▊ | 1904/6680 [01:40<01:57, 40.77it/s]
29%|██████████▊ | 1909/6680 [01:40<02:58, 26.75it/s]
29%|██████████▉ | 1916/6680 [01:40<02:25, 32.65it/s]
29%|██████████▉ | 1922/6680 [01:41<02:07, 37.39it/s]
29%|██████████▉ | 1928/6680 [01:41<02:03, 38.58it/s]
29%|██████████▉ | 1933/6680 [01:41<01:56, 40.81it/s]
29%|███████████ | 1938/6680 [01:41<01:57, 40.27it/s]
29%|███████████ | 1944/6680 [01:41<01:50, 42.76it/s]
29%|███████████ | 1949/6680 [01:41<01:57, 40.18it/s]
29%|███████████ | 1955/6680 [01:41<01:51, 42.33it/s]
29%|███████████▏ | 1960/6680 [01:41<01:50, 42.56it/s]
29%|███████████▏ | 1965/6680 [01:42<01:51, 42.29it/s]
30%|███████████▏ | 1972/6680 [01:42<01:40, 46.73it/s]
30%|███████████▏ | 1977/6680 [01:42<01:44, 44.97it/s]
30%|███████████▎ | 1982/6680 [01:42<02:00, 39.08it/s]
30%|███████████▎ | 1987/6680 [01:42<01:57, 39.82it/s]
30%|███████████▎ | 1992/6680 [01:42<02:01, 38.58it/s]
30%|███████████▎ | 1999/6680 [01:42<01:57, 39.79it/s]
30%|███████████▍ | 2004/6680 [01:43<02:37, 29.64it/s]
30%|███████████▍ | 2008/6680 [01:43<03:13, 24.20it/s]
30%|███████████▍ | 2011/6680 [01:43<06:45, 11.52it/s]
30%|███████████▍ | 2014/6680 [01:44<05:56, 13.09it/s]
30%|███████████▍ | 2017/6680 [01:44<06:42, 11.59it/s]
30%|███████████▍ | 2019/6680 [01:44<06:59, 11.12it/s]
30%|███████████▍ | 2021/6680 [01:44<06:51, 11.32it/s]
30%|███████████▌ | 2023/6680 [01:44<06:15, 12.39it/s]
30%|███████████▌ | 2025/6680 [01:45<06:02, 12.83it/s]
30%|███████████▌ | 2027/6680 [01:45<05:24, 14.34it/s]
30%|███████████▌ | 2029/6680 [01:45<06:46, 11.45it/s]
30%|███████████▌ | 2031/6680 [01:45<07:14, 10.69it/s]
30%|███████████▌ | 2033/6680 [01:45<06:20, 12.22it/s]
30%|███████████▌ | 2035/6680 [01:46<08:11, 9.46it/s]
30%|███████████▌ | 2037/6680 [01:46<07:23, 10.46it/s]
31%|███████████▌ | 2039/6680 [01:46<06:31, 11.86it/s]
31%|███████████▌ | 2041/6680 [01:46<08:17, 9.32it/s]
31%|███████████▌ | 2043/6680 [01:46<07:18, 10.57it/s]
31%|███████████▋ | 2045/6680 [01:46<06:31, 11.85it/s]
31%|███████████▋ | 2048/6680 [01:47<05:23, 14.33it/s]
31%|███████████▋ | 2054/6680 [01:47<04:10, 18.43it/s]
31%|███████████▋ | 2059/6680 [01:47<03:28, 22.17it/s]
31%|███████████▋ | 2063/6680 [01:47<03:28, 22.11it/s]
31%|███████████▊ | 2069/6680 [01:47<02:53, 26.59it/s]
31%|███████████▊ | 2073/6680 [01:47<02:59, 25.69it/s]
31%|███████████▊ | 2078/6680 [01:47<02:34, 29.86it/s]
31%|███████████▊ | 2082/6680 [01:47<02:24, 31.85it/s]
31%|███████████▉ | 2088/6680 [01:48<02:05, 36.66it/s]
31%|███████████▉ | 2093/6680 [01:48<02:02, 37.52it/s]
31%|███████████▉ | 2098/6680 [01:48<01:56, 39.40it/s]
31%|███████████▉ | 2103/6680 [01:48<02:04, 36.78it/s]
32%|███████████▉ | 2108/6680 [01:48<01:56, 39.20it/s]
32%|████████████ | 2113/6680 [01:48<02:05, 36.42it/s]
32%|████████████ | 2117/6680 [01:48<02:47, 27.31it/s]
32%|████████████ | 2121/6680 [01:49<03:00, 25.21it/s]
32%|████████████ | 2127/6680 [01:49<02:30, 30.29it/s]
32%|████████████ | 2131/6680 [01:49<02:22, 31.89it/s]
32%|████████████▏ | 2137/6680 [01:49<02:03, 36.83it/s]
32%|████████████▏ | 2142/6680 [01:49<01:55, 39.42it/s]
32%|████████████▏ | 2147/6680 [01:49<01:50, 41.16it/s]
32%|████████████▏ | 2152/6680 [01:49<01:58, 38.10it/s]
32%|████████████▎ | 2157/6680 [01:49<02:00, 37.60it/s]
32%|████████████▎ | 2161/6680 [01:50<02:07, 35.44it/s]
32%|████████████▎ | 2167/6680 [01:50<01:52, 40.16it/s]
33%|████████████▎ | 2172/6680 [01:50<01:57, 38.27it/s]
33%|████████████▍ | 2177/6680 [01:50<01:53, 39.69it/s]
33%|████████████▍ | 2182/6680 [01:50<02:02, 36.63it/s]
33%|████████████▍ | 2187/6680 [01:50<01:55, 38.81it/s]
33%|████████████▍ | 2192/6680 [01:50<01:56, 38.61it/s]
33%|████████████▍ | 2196/6680 [01:51<03:19, 22.46it/s]
33%|████████████▌ | 2200/6680 [01:51<04:18, 17.35it/s]
33%|████████████▌ | 2205/6680 [01:51<03:31, 21.13it/s]
33%|████████████▌ | 2210/6680 [01:51<02:56, 25.37it/s]
33%|████████████▌ | 2214/6680 [01:51<02:57, 25.16it/s]
33%|████████████▋ | 2220/6680 [01:52<02:27, 30.24it/s]
33%|████████████▋ | 2227/6680 [01:52<02:07, 35.02it/s]
33%|████████████▋ | 2232/6680 [01:52<02:23, 31.09it/s]
33%|████████████▋ | 2236/6680 [01:52<02:38, 28.11it/s]
34%|████████████▊ | 2243/6680 [01:52<02:11, 33.77it/s]
34%|████████████▊ | 2248/6680 [01:52<01:58, 37.33it/s]
34%|████████████▊ | 2255/6680 [01:52<01:43, 42.93it/s]
34%|████████████▊ | 2261/6680 [01:53<02:06, 34.83it/s]
34%|████████████▉ | 2266/6680 [01:53<02:26, 30.20it/s]
34%|████████████▉ | 2272/6680 [01:53<02:07, 34.44it/s]
34%|████████████▉ | 2277/6680 [01:53<02:05, 35.03it/s]
34%|████████████▉ | 2283/6680 [01:53<01:50, 39.79it/s]
34%|█████████████ | 2288/6680 [01:53<01:59, 36.61it/s]
34%|█████████████ | 2294/6680 [01:53<01:49, 39.97it/s]
34%|█████████████ | 2300/6680 [01:54<01:39, 43.83it/s]
35%|█████████████ | 2305/6680 [01:54<02:34, 28.38it/s]
35%|█████████████▏ | 2309/6680 [01:54<02:53, 25.26it/s]
35%|█████████████▏ | 2313/6680 [01:54<02:58, 24.40it/s]
35%|█████████████▏ | 2316/6680 [01:55<04:15, 17.07it/s]
35%|█████████████▏ | 2319/6680 [01:55<04:11, 17.33it/s]
35%|█████████████▏ | 2322/6680 [01:55<03:56, 18.45it/s]
35%|█████████████▏ | 2325/6680 [01:55<04:05, 17.75it/s]
35%|█████████████▏ | 2328/6680 [01:55<05:17, 13.69it/s]
35%|█████████████▎ | 2331/6680 [01:56<05:04, 14.28it/s]
35%|█████████████▎ | 2333/6680 [01:56<05:32, 13.08it/s]
35%|█████████████▎ | 2335/6680 [01:56<08:28, 8.54it/s]
35%|█████████████▎ | 2337/6680 [01:57<11:03, 6.54it/s]
35%|█████████████▎ | 2339/6680 [01:57<09:08, 7.91it/s]
35%|█████████████▎ | 2341/6680 [01:57<08:40, 8.34it/s]
35%|█████████████▎ | 2343/6680 [01:57<07:10, 10.06it/s]
35%|█████████████▎ | 2345/6680 [01:57<06:12, 11.64it/s]
35%|█████████████▎ | 2347/6680 [01:57<07:01, 10.27it/s]
35%|█████████████▎ | 2349/6680 [01:58<06:19, 11.41it/s]
35%|█████████████▍ | 2352/6680 [01:58<05:13, 13.78it/s]
35%|█████████████▍ | 2354/6680 [01:58<04:55, 14.63it/s]
35%|█████████████▍ | 2357/6680 [01:58<04:32, 15.84it/s]
35%|█████████████▍ | 2359/6680 [01:58<04:59, 14.44it/s]
35%|█████████████▍ | 2361/6680 [01:58<04:38, 15.53it/s]
35%|█████████████▍ | 2363/6680 [01:58<04:37, 15.56it/s]
35%|█████████████▍ | 2365/6680 [01:58<04:20, 16.59it/s]
35%|█████████████▍ | 2368/6680 [01:59<03:50, 18.69it/s]
35%|█████████████▍ | 2371/6680 [01:59<04:06, 17.50it/s]
36%|█████████████▌ | 2374/6680 [01:59<03:40, 19.49it/s]
36%|█████████████▌ | 2377/6680 [01:59<03:30, 20.40it/s]
36%|█████████████▌ | 2380/6680 [01:59<03:11, 22.47it/s]
36%|█████████████▌ | 2383/6680 [01:59<03:36, 19.86it/s]
36%|█████████████▌ | 2386/6680 [02:00<04:04, 17.53it/s]
36%|█████████████▌ | 2389/6680 [02:00<03:50, 18.61it/s]
36%|█████████████▌ | 2391/6680 [02:00<04:31, 15.81it/s]
36%|█████████████▌ | 2393/6680 [02:00<04:16, 16.74it/s]
36%|█████████████▌ | 2395/6680 [02:00<05:04, 14.07it/s]
36%|█████████████▋ | 2398/6680 [02:00<04:20, 16.41it/s]
36%|█████████████▋ | 2401/6680 [02:00<03:48, 18.74it/s]
36%|█████████████▋ | 2404/6680 [02:00<03:31, 20.26it/s]
36%|█████████████▋ | 2407/6680 [02:01<03:39, 19.44it/s]
36%|█████████████▋ | 2412/6680 [02:01<03:00, 23.63it/s]
36%|█████████████▋ | 2416/6680 [02:01<02:53, 24.56it/s]
36%|█████████████▊ | 2419/6680 [02:01<02:44, 25.97it/s]
36%|█████████████▊ | 2425/6680 [02:01<02:17, 31.00it/s]
36%|█████████████▊ | 2430/6680 [02:01<02:02, 34.77it/s]
36%|█████████████▊ | 2435/6680 [02:01<01:52, 37.83it/s]
37%|█████████████▉ | 2441/6680 [02:01<01:41, 41.84it/s]
37%|█████████████▉ | 2446/6680 [02:02<01:37, 43.30it/s]
37%|█████████████▉ | 2451/6680 [02:02<01:52, 37.50it/s]
37%|█████████████▉ | 2456/6680 [02:02<01:53, 37.36it/s]
37%|█████████████▉ | 2461/6680 [02:02<02:04, 33.79it/s]
37%|██████████████ | 2467/6680 [02:02<01:51, 37.92it/s]
37%|██████████████ | 2473/6680 [02:02<01:43, 40.72it/s]
37%|██████████████ | 2478/6680 [02:02<02:00, 34.76it/s]
37%|██████████████▏ | 2484/6680 [02:03<01:48, 38.77it/s]
37%|██████████████▏ | 2489/6680 [02:03<01:46, 39.32it/s]
37%|██████████████▏ | 2496/6680 [02:03<01:34, 44.07it/s]
37%|██████████████▏ | 2503/6680 [02:03<01:25, 48.75it/s]
38%|██████████████▎ | 2510/6680 [02:03<01:24, 49.12it/s]
38%|██████████████▎ | 2516/6680 [02:03<01:25, 48.89it/s]
38%|██████████████▎ | 2522/6680 [02:03<01:23, 49.96it/s]
38%|██████████████▍ | 2528/6680 [02:03<01:25, 48.40it/s]
38%|██████████████▍ | 2533/6680 [02:04<01:30, 45.90it/s]
38%|██████████████▍ | 2538/6680 [02:04<01:34, 43.73it/s]
38%|██████████████▍ | 2543/6680 [02:04<01:41, 40.57it/s]
38%|██████████████▌ | 2550/6680 [02:04<01:29, 46.33it/s]
38%|██████████████▌ | 2555/6680 [02:04<01:41, 40.67it/s]
38%|██████████████▌ | 2560/6680 [02:04<01:47, 38.41it/s]
38%|██████████████▌ | 2565/6680 [02:04<01:44, 39.43it/s]
38%|██████████████▌ | 2570/6680 [02:05<02:05, 32.62it/s]
39%|██████████████▋ | 2574/6680 [02:05<02:42, 25.34it/s]
39%|██████████████▋ | 2579/6680 [02:05<02:30, 27.26it/s]
39%|██████████████▋ | 2583/6680 [02:05<02:16, 30.00it/s]
39%|██████████████▋ | 2590/6680 [02:05<01:56, 35.12it/s]
39%|██████████████▊ | 2595/6680 [02:05<01:58, 34.56it/s]
39%|██████████████▊ | 2603/6680 [02:05<01:44, 38.92it/s]
39%|██████████████▊ | 2609/6680 [02:06<01:43, 39.39it/s]
39%|██████████████▉ | 2615/6680 [02:06<01:35, 42.61it/s]
39%|██████████████▉ | 2620/6680 [02:06<01:32, 43.88it/s]
39%|██████████████▉ | 2625/6680 [02:06<01:34, 43.08it/s]
39%|██████████████▉ | 2630/6680 [02:06<01:45, 38.24it/s]
39%|██████████████▉ | 2635/6680 [02:06<01:42, 39.39it/s]
40%|███████████████ | 2640/6680 [02:06<01:43, 39.02it/s]
40%|███████████████ | 2645/6680 [02:06<01:36, 41.66it/s]
40%|███████████████ | 2650/6680 [02:07<01:41, 39.58it/s]
40%|███████████████ | 2656/6680 [02:07<01:38, 40.93it/s]
40%|███████████████▏ | 2661/6680 [02:07<04:02, 16.56it/s]
40%|███████████████▏ | 2665/6680 [02:08<05:21, 12.49it/s]
40%|███████████████▏ | 2670/6680 [02:08<04:10, 15.99it/s]
40%|███████████████▏ | 2675/6680 [02:08<03:19, 20.07it/s]
40%|███████████████▏ | 2680/6680 [02:08<02:43, 24.46it/s]
40%|███████████████▎ | 2685/6680 [02:08<02:21, 28.16it/s]
40%|███████████████▎ | 2690/6680 [02:08<02:03, 32.40it/s]
40%|███████████████▎ | 2697/6680 [02:09<01:49, 36.51it/s]
40%|███████████████▎ | 2702/6680 [02:09<01:44, 38.00it/s]
41%|███████████████▍ | 2707/6680 [02:09<02:06, 31.45it/s]
41%|███████████████▍ | 2712/6680 [02:09<01:55, 34.36it/s]
41%|███████████████▍ | 2717/6680 [02:09<01:46, 37.08it/s]
41%|███████████████▍ | 2722/6680 [02:09<01:39, 39.81it/s]
41%|███████████████▌ | 2727/6680 [02:09<01:33, 42.19it/s]
41%|███████████████▌ | 2734/6680 [02:09<01:23, 47.12it/s]
41%|███████████████▌ | 2740/6680 [02:10<01:26, 45.44it/s]
41%|███████████████▌ | 2745/6680 [02:10<01:28, 44.71it/s]
41%|███████████████▋ | 2751/6680 [02:10<01:22, 47.60it/s]
41%|███████████████▋ | 2756/6680 [02:10<01:22, 47.61it/s]
41%|███████████████▋ | 2763/6680 [02:10<01:15, 51.84it/s]
41%|███████████████▊ | 2769/6680 [02:10<01:29, 43.57it/s]
42%|███████████████▊ | 2775/6680 [02:10<01:29, 43.82it/s]
42%|███████████████▊ | 2781/6680 [02:11<01:24, 45.93it/s]
42%|███████████████▊ | 2788/6680 [02:11<01:19, 49.16it/s]
42%|███████████████▉ | 2794/6680 [02:11<01:40, 38.85it/s]
42%|███████████████▉ | 2799/6680 [02:11<01:36, 40.03it/s]
42%|███████████████▉ | 2804/6680 [02:11<02:27, 26.31it/s]
42%|███████████████▉ | 2809/6680 [02:11<02:08, 30.12it/s]
42%|████████████████ | 2813/6680 [02:12<02:27, 26.25it/s]
42%|████████████████ | 2818/6680 [02:12<02:07, 30.33it/s]
42%|████████████████ | 2824/6680 [02:12<01:48, 35.62it/s]
42%|████████████████ | 2830/6680 [02:12<01:37, 39.60it/s]
42%|████████████████▏ | 2838/6680 [02:12<01:24, 45.47it/s]
43%|████████████████▏ | 2844/6680 [02:12<02:23, 26.81it/s]
43%|████████████████▏ | 2849/6680 [02:13<02:17, 27.91it/s]
43%|████████████████▏ | 2854/6680 [02:13<02:00, 31.75it/s]
43%|████████████████▎ | 2859/6680 [02:13<02:05, 30.44it/s]
43%|████████████████▎ | 2863/6680 [02:13<02:08, 29.65it/s]
43%|████████████████▎ | 2867/6680 [02:13<02:14, 28.38it/s]
43%|████████████████▎ | 2871/6680 [02:13<02:02, 31.09it/s]
43%|████████████████▎ | 2877/6680 [02:13<01:45, 35.95it/s]
43%|████████████████▍ | 2883/6680 [02:14<01:33, 40.70it/s]
43%|████████████████▍ | 2890/6680 [02:14<01:23, 45.45it/s]
43%|████████████████▍ | 2896/6680 [02:14<01:45, 35.97it/s]
43%|████████████████▌ | 2903/6680 [02:14<01:31, 41.29it/s]
44%|████████████████▌ | 2908/6680 [02:14<01:30, 41.71it/s]
44%|████████████████▌ | 2914/6680 [02:14<01:26, 43.61it/s]
44%|████████████████▌ | 2920/6680 [02:14<01:25, 43.85it/s]
44%|████████████████▋ | 2927/6680 [02:15<01:20, 46.72it/s]
44%|████████████████▋ | 2933/6680 [02:15<01:15, 49.67it/s]
44%|████████████████▋ | 2939/6680 [02:15<01:27, 42.65it/s]
44%|████████████████▊ | 2945/6680 [02:15<01:20, 46.27it/s]
44%|████████████████▊ | 2950/6680 [02:15<01:25, 43.50it/s]
44%|████████████████▊ | 2956/6680 [02:15<01:21, 45.47it/s]
44%|████████████████▊ | 2962/6680 [02:15<01:17, 48.09it/s]
44%|████████████████▉ | 2968/6680 [02:15<01:16, 48.76it/s]
45%|████████████████▉ | 2974/6680 [02:16<01:23, 44.43it/s]
45%|████████████████▉ | 2979/6680 [02:16<01:23, 44.14it/s]
45%|████████████████▉ | 2984/6680 [02:16<02:00, 30.79it/s]
45%|████████████████▉ | 2988/6680 [02:16<02:30, 24.59it/s]
45%|█████████████████ | 2993/6680 [02:16<02:07, 29.02it/s]
45%|█████████████████ | 2997/6680 [02:16<01:57, 31.40it/s]
45%|█████████████████ | 3003/6680 [02:16<01:42, 36.04it/s]
45%|█████████████████ | 3008/6680 [02:17<01:37, 37.82it/s]
45%|█████████████████▏ | 3015/6680 [02:17<01:25, 42.66it/s]
45%|█████████████████▏ | 3020/6680 [02:17<01:23, 43.58it/s]
45%|█████████████████▏ | 3027/6680 [02:17<01:16, 48.03it/s]
45%|█████████████████▎ | 3033/6680 [02:17<01:25, 42.87it/s]
45%|█████████████████▎ | 3038/6680 [02:17<01:57, 31.03it/s]
46%|█████████████████▎ | 3043/6680 [02:17<01:46, 34.01it/s]
46%|█████████████████▎ | 3048/6680 [02:18<01:36, 37.54it/s]
46%|█████████████████▎ | 3053/6680 [02:18<01:35, 37.89it/s]
46%|█████████████████▍ | 3058/6680 [02:18<01:40, 36.01it/s]
46%|█████████████████▍ | 3064/6680 [02:18<01:35, 37.75it/s]
46%|█████████████████▍ | 3070/6680 [02:18<01:27, 41.25it/s]
46%|█████████████████▍ | 3075/6680 [02:18<01:32, 38.77it/s]
46%|█████████████████▌ | 3082/6680 [02:18<01:25, 41.94it/s]
46%|█████████████████▌ | 3087/6680 [02:19<01:28, 40.54it/s]
46%|█████████████████▌ | 3092/6680 [02:19<01:26, 41.48it/s]
46%|█████████████████▌ | 3097/6680 [02:19<01:30, 39.37it/s]
46%|█████████████████▋ | 3102/6680 [02:19<01:27, 40.72it/s]
47%|█████████████████▋ | 3107/6680 [02:19<01:48, 32.97it/s]
47%|█████████████████▋ | 3114/6680 [02:19<01:35, 37.49it/s]
47%|█████████████████▋ | 3119/6680 [02:19<01:35, 37.10it/s]
47%|█████████████████▊ | 3124/6680 [02:20<01:30, 39.26it/s]
47%|█████████████████▊ | 3130/6680 [02:20<01:22, 43.14it/s]
47%|█████████████████▊ | 3135/6680 [02:20<01:19, 44.87it/s]
47%|█████████████████▊ | 3141/6680 [02:20<01:14, 47.39it/s]
47%|█████████████████▉ | 3147/6680 [02:20<01:17, 45.51it/s]
47%|█████████████████▉ | 3153/6680 [02:20<01:13, 48.01it/s]
47%|█████████████████▉ | 3158/6680 [02:20<01:23, 42.41it/s]
47%|█████████████████▉ | 3163/6680 [02:20<01:39, 35.45it/s]
47%|██████████████████ | 3167/6680 [02:21<01:35, 36.60it/s]
47%|██████████████████ | 3172/6680 [02:21<01:30, 38.87it/s]
48%|██████████████████ | 3177/6680 [02:21<01:49, 31.86it/s]
48%|██████████████████ | 3183/6680 [02:21<01:47, 32.60it/s]
48%|██████████████████▏ | 3187/6680 [02:21<01:59, 29.22it/s]
48%|██████████████████▏ | 3191/6680 [02:21<01:49, 31.79it/s]
48%|██████████████████▏ | 3195/6680 [02:21<01:48, 32.16it/s]
48%|██████████████████▏ | 3202/6680 [02:22<01:31, 38.19it/s]
48%|██████████████████▎ | 3209/6680 [02:22<01:27, 39.77it/s]
48%|██████████████████▎ | 3214/6680 [02:22<01:26, 39.84it/s]
48%|██████████████████▎ | 3220/6680 [02:22<01:19, 43.35it/s]
48%|██████████████████▎ | 3225/6680 [02:22<01:20, 43.05it/s]
48%|██████████████████▎ | 3230/6680 [02:23<03:13, 17.86it/s]
48%|██████████████████▍ | 3234/6680 [02:23<02:42, 21.21it/s]
48%|██████████████████▍ | 3238/6680 [02:23<02:39, 21.65it/s]
49%|██████████████████▍ | 3242/6680 [02:23<03:17, 17.45it/s]
49%|██████████████████▍ | 3245/6680 [02:24<05:31, 10.37it/s]
49%|██████████████████▍ | 3247/6680 [02:24<05:31, 10.35it/s]
49%|██████████████████▍ | 3249/6680 [02:24<05:05, 11.23it/s]
49%|██████████████████▍ | 3251/6680 [02:24<04:31, 12.61it/s]
49%|██████████████████▌ | 3253/6680 [02:24<04:04, 14.00it/s]
49%|██████████████████▌ | 3255/6680 [02:25<04:23, 12.99it/s]
49%|██████████████████▌ | 3257/6680 [02:25<05:16, 10.80it/s]
49%|██████████████████▌ | 3260/6680 [02:25<04:40, 12.19it/s]
49%|██████████████████▌ | 3262/6680 [02:25<04:37, 12.31it/s]
49%|██████████████████▌ | 3265/6680 [02:25<03:59, 14.29it/s]
49%|██████████████████▌ | 3267/6680 [02:25<03:38, 15.63it/s]
49%|██████████████████▌ | 3270/6680 [02:26<03:28, 16.34it/s]
49%|██████████████████▌ | 3272/6680 [02:26<03:21, 16.94it/s]
49%|██████████████████▋ | 3276/6680 [02:26<02:47, 20.35it/s]
49%|██████████████████▋ | 3283/6680 [02:26<02:12, 25.66it/s]
49%|██████████████████▋ | 3290/6680 [02:26<01:49, 31.09it/s]
49%|██████████████████▋ | 3295/6680 [02:26<01:44, 32.34it/s]
49%|██████████████████▊ | 3300/6680 [02:26<01:36, 35.18it/s]
49%|██████████████████▊ | 3305/6680 [02:26<01:27, 38.61it/s]
50%|██████████████████▊ | 3310/6680 [02:27<01:29, 37.61it/s]
50%|██████████████████▊ | 3315/6680 [02:27<01:25, 39.47it/s]
50%|██████████████████▉ | 3320/6680 [02:27<01:22, 40.59it/s]
50%|██████████████████▉ | 3325/6680 [02:27<01:22, 40.91it/s]
50%|██████████████████▉ | 3330/6680 [02:27<01:28, 37.78it/s]
50%|██████████████████▉ | 3335/6680 [02:27<01:24, 39.60it/s]
50%|███████████████████ | 3340/6680 [02:27<01:27, 38.17it/s]
50%|███████████████████ | 3346/6680 [02:27<01:19, 42.13it/s]
50%|███████████████████ | 3352/6680 [02:28<01:12, 45.84it/s]
50%|███████████████████ | 3358/6680 [02:28<01:09, 47.80it/s]
50%|███████████████████▏ | 3365/6680 [02:28<01:02, 52.82it/s]
50%|███████████████████▏ | 3371/6680 [02:28<01:05, 50.63it/s]
51%|███████████████████▏ | 3377/6680 [02:28<01:12, 45.40it/s]
51%|███████████████████▎ | 3384/6680 [02:28<01:06, 49.35it/s]
51%|███████████████████▎ | 3390/6680 [02:28<01:12, 45.49it/s]
51%|███████████████████▎ | 3395/6680 [02:28<01:32, 35.42it/s]
51%|███████████████████▎ | 3400/6680 [02:29<02:02, 26.86it/s]
51%|███████████████████▍ | 3409/6680 [02:29<01:36, 33.87it/s]
51%|███████████████████▍ | 3414/6680 [02:29<01:29, 36.35it/s]
51%|███████████████████▍ | 3419/6680 [02:29<01:29, 36.24it/s]
51%|███████████████████▍ | 3424/6680 [02:29<01:29, 36.47it/s]
51%|███████████████████▌ | 3429/6680 [02:29<01:29, 36.16it/s]
51%|███████████████████▌ | 3436/6680 [02:30<01:17, 41.69it/s]
52%|███████████████████▌ | 3443/6680 [02:30<01:08, 47.25it/s]
52%|███████████████████▌ | 3449/6680 [02:30<01:13, 44.02it/s]
52%|███████████████████▋ | 3455/6680 [02:30<01:08, 47.28it/s]
52%|███████████████████▋ | 3461/6680 [02:30<01:13, 43.75it/s]
52%|███████████████████▋ | 3469/6680 [02:30<01:03, 50.25it/s]
52%|███████████████████▊ | 3475/6680 [02:30<01:00, 52.83it/s]
52%|███████████████████▊ | 3481/6680 [02:30<00:59, 54.20it/s]
52%|███████████████████▊ | 3487/6680 [02:30<00:58, 54.59it/s]
52%|███████████████████▊ | 3493/6680 [02:31<00:58, 54.73it/s]
52%|███████████████████▉ | 3500/6680 [02:31<00:55, 56.85it/s]
52%|███████████████████▉ | 3506/6680 [02:31<01:00, 52.59it/s]
53%|███████████████████▉ | 3512/6680 [02:31<01:24, 37.51it/s]
53%|████████████████████ | 3517/6680 [02:31<01:26, 36.71it/s]
53%|████████████████████ | 3522/6680 [02:31<01:23, 37.89it/s]
53%|████████████████████ | 3527/6680 [02:31<01:17, 40.86it/s]
53%|████████████████████ | 3532/6680 [02:32<01:30, 34.97it/s]
53%|████████████████████ | 3536/6680 [02:32<01:42, 30.73it/s]
53%|████████████████████▏ | 3540/6680 [02:32<02:07, 24.57it/s]
53%|████████████████████▏ | 3543/6680 [02:32<02:30, 20.79it/s]
53%|████████████████████▏ | 3546/6680 [02:32<02:40, 19.58it/s]
53%|████████████████████▏ | 3549/6680 [02:33<02:36, 20.06it/s]
53%|████████████████████▏ | 3552/6680 [02:33<02:45, 18.87it/s]
53%|████████████████████▏ | 3555/6680 [02:33<02:41, 19.31it/s]
53%|████████████████████▏ | 3558/6680 [02:33<02:35, 20.14it/s]
53%|████████████████████▎ | 3561/6680 [02:33<02:33, 20.38it/s]
53%|████████████████████▎ | 3564/6680 [02:33<02:20, 22.20it/s]
53%|████████████████████▎ | 3567/6680 [02:33<02:22, 21.91it/s]
53%|████████████████████▎ | 3570/6680 [02:34<03:46, 13.73it/s]
53%|████████████████████▎ | 3572/6680 [02:34<04:18, 12.03it/s]
54%|████████████████████▎ | 3574/6680 [02:34<03:57, 13.08it/s]
54%|████████████████████▎ | 3576/6680 [02:34<03:57, 13.08it/s]
54%|████████████████████▎ | 3578/6680 [02:34<03:49, 13.50it/s]
54%|████████████████████▎ | 3580/6680 [02:35<03:50, 13.42it/s]
54%|████████████████████▍ | 3583/6680 [02:35<03:15, 15.86it/s]
54%|████████████████████▍ | 3590/6680 [02:35<02:31, 20.38it/s]
54%|████████████████████▍ | 3595/6680 [02:35<02:05, 24.67it/s]
54%|████████████████████▍ | 3601/6680 [02:35<01:43, 29.74it/s]
54%|████████████████████▌ | 3608/6680 [02:35<01:27, 35.18it/s]
54%|████████████████████▌ | 3614/6680 [02:35<01:20, 38.17it/s]
54%|████████████████████▌ | 3620/6680 [02:35<01:12, 42.13it/s]
54%|████████████████████▋ | 3626/6680 [02:35<01:07, 45.21it/s]
54%|████████████████████▋ | 3633/6680 [02:36<01:03, 48.08it/s]
54%|████████████████████▋ | 3639/6680 [02:36<01:00, 50.36it/s]
55%|████████████████████▋ | 3646/6680 [02:36<00:56, 53.60it/s]
55%|████████████████████▊ | 3653/6680 [02:36<00:54, 55.32it/s]
55%|████████████████████▊ | 3660/6680 [02:36<00:51, 59.04it/s]
55%|████████████████████▊ | 3667/6680 [02:36<00:51, 57.94it/s]
55%|████████████████████▉ | 3673/6680 [02:36<00:53, 56.56it/s]
55%|████████████████████▉ | 3679/6680 [02:36<00:58, 51.21it/s]
55%|████████████████████▉ | 3685/6680 [02:37<01:03, 47.13it/s]
55%|████████████████████▉ | 3690/6680 [02:37<01:09, 42.78it/s]
55%|█████████████████████ | 3697/6680 [02:37<01:03, 47.35it/s]
55%|█████████████████████ | 3703/6680 [02:37<01:10, 42.31it/s]
56%|█████████████████████ | 3710/6680 [02:37<01:02, 47.42it/s]
56%|█████████████████████▏ | 3716/6680 [02:37<01:09, 42.90it/s]
56%|█████████████████████▏ | 3722/6680 [02:37<01:03, 46.58it/s]
56%|█████████████████████▏ | 3729/6680 [02:38<00:58, 50.76it/s]
56%|█████████████████████▎ | 3736/6680 [02:38<00:53, 54.93it/s]
56%|█████████████████████▎ | 3742/6680 [02:38<00:54, 53.64it/s]
56%|█████████████████████▎ | 3748/6680 [02:38<00:58, 49.75it/s]
56%|█████████████████████▎ | 3755/6680 [02:38<00:55, 52.39it/s]
56%|█████████████████████▍ | 3761/6680 [02:38<00:58, 50.10it/s]
56%|█████████████████████▍ | 3767/6680 [02:38<01:05, 44.80it/s]
57%|█████████████████████▍ | 3775/6680 [02:38<00:56, 51.11it/s]
57%|█████████████████████▌ | 3783/6680 [02:39<00:53, 54.62it/s]
57%|█████████████████████▌ | 3790/6680 [02:39<00:52, 55.55it/s]
57%|█████████████████████▌ | 3796/6680 [02:39<01:03, 45.76it/s]
57%|█████████████████████▋ | 3802/6680 [02:39<01:01, 46.74it/s]
57%|█████████████████████▋ | 3808/6680 [02:39<01:05, 43.61it/s]
57%|█████████████████████▋ | 3815/6680 [02:39<00:59, 48.26it/s]
57%|█████████████████████▋ | 3821/6680 [02:39<00:57, 49.49it/s]
57%|█████████████████████▊ | 3827/6680 [02:39<01:03, 44.75it/s]
57%|█████████████████████▊ | 3833/6680 [02:40<00:59, 47.75it/s]
57%|█████████████████████▊ | 3841/6680 [02:40<00:52, 53.77it/s]
58%|█████████████████████▉ | 3848/6680 [02:40<00:52, 54.17it/s]
58%|█████████████████████▉ | 3854/6680 [02:40<00:54, 52.29it/s]
58%|█████████████████████▉ | 3860/6680 [02:40<00:56, 49.91it/s]
58%|█████████████████████▉ | 3866/6680 [02:40<01:01, 45.71it/s]
58%|██████████████████████ | 3871/6680 [02:40<01:01, 46.01it/s]
58%|██████████████████████ | 3879/6680 [02:40<00:55, 50.25it/s]
58%|██████████████████████ | 3885/6680 [02:41<00:55, 50.68it/s]
58%|██████████████████████▏ | 3892/6680 [02:41<00:52, 53.36it/s]
58%|██████████████████████▏ | 3899/6680 [02:41<00:50, 55.28it/s]
58%|██████████████████████▏ | 3905/6680 [02:41<01:34, 29.35it/s]
59%|██████████████████████▏ | 3911/6680 [02:41<01:20, 34.43it/s]
59%|██████████████████████▎ | 3918/6680 [02:41<01:09, 39.65it/s]
59%|██████████████████████▎ | 3924/6680 [02:42<01:05, 42.28it/s]
59%|██████████████████████▎ | 3930/6680 [02:42<01:19, 34.47it/s]
59%|██████████████████████▍ | 3937/6680 [02:42<01:17, 35.47it/s]
59%|██████████████████████▍ | 3943/6680 [02:42<01:09, 39.32it/s]
59%|██████████████████████▍ | 3950/6680 [02:42<01:00, 45.27it/s]
59%|██████████████████████▌ | 3956/6680 [02:42<01:01, 44.12it/s]
59%|██████████████████████▌ | 3961/6680 [02:43<01:04, 42.25it/s]
59%|██████████████████████▌ | 3966/6680 [02:43<01:09, 39.20it/s]
59%|██████████████████████▌ | 3971/6680 [02:43<01:06, 40.49it/s]
60%|██████████████████████▌ | 3976/6680 [02:43<01:04, 42.18it/s]
60%|██████████████████████▋ | 3981/6680 [02:43<01:05, 41.09it/s]
60%|██████████████████████▋ | 3988/6680 [02:43<00:58, 46.07it/s]
60%|██████████████████████▋ | 3993/6680 [02:43<01:00, 44.53it/s]
60%|██████████████████████▋ | 3998/6680 [02:43<00:58, 45.54it/s]
60%|██████████████████████▊ | 4005/6680 [02:43<00:53, 49.89it/s]
60%|██████████████████████▊ | 4012/6680 [02:44<00:49, 53.47it/s]
60%|██████████████████████▊ | 4018/6680 [02:44<00:48, 54.52it/s]
60%|██████████████████████▉ | 4024/6680 [02:44<01:01, 42.84it/s]
60%|██████████████████████▉ | 4031/6680 [02:44<00:54, 48.29it/s]
60%|██████████████████████▉ | 4038/6680 [02:44<00:50, 52.52it/s]
61%|███████████████████████ | 4044/6680 [02:44<01:21, 32.49it/s]
61%|███████████████████████ | 4050/6680 [02:45<01:10, 37.11it/s]
61%|███████████████████████ | 4058/6680 [02:45<01:00, 43.22it/s]
61%|███████████████████████ | 4064/6680 [02:45<00:57, 45.56it/s]
61%|███████████████████████▏ | 4072/6680 [02:45<00:50, 51.31it/s]
61%|███████████████████████▏ | 4078/6680 [02:45<00:49, 52.93it/s]
61%|███████████████████████▏ | 4084/6680 [02:45<00:50, 51.08it/s]
61%|███████████████████████▎ | 4090/6680 [02:45<00:59, 43.85it/s]
61%|███████████████████████▎ | 4095/6680 [02:45<01:03, 40.45it/s]
61%|███████████████████████▎ | 4101/6680 [02:46<00:58, 44.14it/s]
61%|███████████████████████▎ | 4107/6680 [02:46<00:53, 47.82it/s]
62%|███████████████████████▍ | 4113/6680 [02:46<00:52, 48.81it/s]
62%|███████████████████████▍ | 4119/6680 [02:46<00:57, 44.17it/s]
62%|███████████████████████▍ | 4125/6680 [02:46<00:54, 47.06it/s]
62%|███████████████████████▍ | 4131/6680 [02:46<00:51, 49.94it/s]
62%|███████████████████████▌ | 4137/6680 [02:46<00:52, 48.74it/s]
62%|███████████████████████▌ | 4143/6680 [02:46<00:51, 49.72it/s]
62%|███████████████████████▌ | 4150/6680 [02:46<00:46, 54.07it/s]
62%|███████████████████████▋ | 4156/6680 [02:47<00:45, 55.72it/s]
62%|███████████████████████▋ | 4162/6680 [02:47<00:46, 53.73it/s]
62%|███████████████████████▋ | 4168/6680 [02:47<00:51, 48.71it/s]
62%|███████████████████████▋ | 4174/6680 [02:47<00:59, 42.07it/s]
63%|███████████████████████▊ | 4182/6680 [02:47<00:51, 48.33it/s]
63%|███████████████████████▊ | 4188/6680 [02:47<00:52, 47.88it/s]
63%|███████████████████████▊ | 4196/6680 [02:47<00:46, 53.24it/s]
63%|███████████████████████▉ | 4202/6680 [02:48<00:47, 52.64it/s]
63%|███████████████████████▉ | 4208/6680 [02:48<00:59, 41.75it/s]
63%|███████████████████████▉ | 4214/6680 [02:48<00:54, 45.42it/s]
63%|████████████████████████ | 4220/6680 [02:48<00:51, 47.48it/s]
63%|████████████████████████ | 4226/6680 [02:48<00:54, 44.96it/s]
63%|████████████████████████ | 4234/6680 [02:48<00:48, 50.58it/s]
63%|████████████████████████▏ | 4241/6680 [02:48<00:45, 53.40it/s]
64%|████████████████████████▏ | 4247/6680 [02:48<00:48, 50.36it/s]
64%|████████████████████████▏ | 4253/6680 [02:49<00:54, 44.34it/s]
64%|████████████████████████▏ | 4259/6680 [02:49<00:52, 45.79it/s]
64%|████████████████████████▎ | 4264/6680 [02:49<00:51, 46.71it/s]
64%|████████████████████████▎ | 4269/6680 [02:49<00:53, 45.44it/s]
64%|████████████████████████▎ | 4275/6680 [02:49<00:50, 47.50it/s]
64%|████████████████████████▎ | 4282/6680 [02:49<00:46, 51.63it/s]
64%|████████████████████████▍ | 4288/6680 [02:49<00:47, 50.23it/s]
64%|████████████████████████▍ | 4294/6680 [02:49<00:49, 48.58it/s]
64%|████████████████████████▍ | 4299/6680 [02:50<01:02, 38.39it/s]
64%|████████████████████████▍ | 4306/6680 [02:50<00:53, 44.07it/s]
65%|████████████████████████▌ | 4313/6680 [02:50<00:49, 48.24it/s]
65%|████████████████████████▌ | 4320/6680 [02:50<00:45, 52.37it/s]
65%|████████████████████████▌ | 4326/6680 [02:50<00:44, 52.72it/s]
65%|████████████████████████▋ | 4333/6680 [02:50<00:41, 56.52it/s]
65%|████████████████████████▋ | 4339/6680 [02:50<00:43, 53.38it/s]
65%|████████████████████████▋ | 4345/6680 [02:51<01:02, 37.15it/s]
65%|████████████████████████▋ | 4350/6680 [02:51<01:13, 31.80it/s]
65%|████████████████████████▊ | 4354/6680 [02:51<01:47, 21.56it/s]
65%|████████████████████████▊ | 4361/6680 [02:51<01:26, 26.92it/s]
65%|████████████████████████▊ | 4367/6680 [02:51<01:19, 29.07it/s]
65%|████████████████████████▉ | 4373/6680 [02:51<01:07, 33.98it/s]
66%|████████████████████████▉ | 4379/6680 [02:52<01:00, 38.31it/s]
66%|████████████████████████▉ | 4384/6680 [02:52<00:57, 40.01it/s]
66%|████████████████████████▉ | 4391/6680 [02:52<00:50, 45.29it/s]
66%|█████████████████████████ | 4398/6680 [02:52<00:46, 49.37it/s]
66%|█████████████████████████ | 4405/6680 [02:52<00:42, 53.41it/s]
66%|█████████████████████████ | 4411/6680 [02:52<00:59, 38.01it/s]
66%|█████████████████████████▏ | 4418/6680 [02:52<00:52, 42.76it/s]
66%|█████████████████████████▏ | 4424/6680 [02:53<00:48, 46.79it/s]
66%|█████████████████████████▏ | 4431/6680 [02:53<00:43, 51.84it/s]
66%|█████████████████████████▏ | 4437/6680 [02:53<00:48, 46.50it/s]
67%|█████████████████████████▎ | 4443/6680 [02:53<00:48, 46.40it/s]
67%|█████████████████████████▎ | 4452/6680 [02:53<00:41, 53.42it/s]
67%|█████████████████████████▎ | 4459/6680 [02:53<00:41, 53.79it/s]
67%|█████████████████████████▍ | 4468/6680 [02:53<00:37, 59.71it/s]
67%|█████████████████████████▍ | 4475/6680 [02:53<00:38, 57.11it/s]
67%|█████████████████████████▍ | 4482/6680 [02:54<00:46, 47.72it/s]
67%|█████████████████████████▌ | 4488/6680 [02:54<00:43, 50.58it/s]
67%|█████████████████████████▌ | 4494/6680 [02:54<00:44, 48.92it/s]
67%|█████████████████████████▌ | 4500/6680 [02:54<00:43, 50.48it/s]
67%|█████████████████████████▋ | 4506/6680 [02:54<00:44, 48.62it/s]
68%|█████████████████████████▋ | 4512/6680 [02:54<00:44, 48.67it/s]
68%|█████████████████████████▋ | 4518/6680 [02:54<00:42, 51.33it/s]
68%|█████████████████████████▋ | 4524/6680 [02:54<00:46, 46.43it/s]
68%|█████████████████████████▊ | 4531/6680 [02:55<00:42, 49.98it/s]
68%|█████████████████████████▊ | 4537/6680 [02:55<00:56, 37.73it/s]
68%|█████████████████████████▊ | 4544/6680 [02:55<00:58, 36.75it/s]
68%|█████████████████████████▉ | 4550/6680 [02:55<00:52, 40.41it/s]
68%|█████████████████████████▉ | 4557/6680 [02:55<00:46, 45.29it/s]
68%|█████████████████████████▉ | 4563/6680 [02:55<00:44, 47.15it/s]
68%|█████████████████████████▉ | 4569/6680 [02:56<00:51, 40.99it/s]
68%|██████████████████████████ | 4574/6680 [02:56<01:01, 34.39it/s]
69%|██████████████████████████ | 4582/6680 [02:56<00:51, 41.10it/s]
69%|██████████████████████████ | 4588/6680 [02:56<00:46, 45.18it/s]
69%|██████████████████████████▏ | 4594/6680 [02:56<00:45, 45.89it/s]
69%|██████████████████████████▏ | 4600/6680 [02:56<00:44, 46.72it/s]
69%|██████████████████████████▏ | 4606/6680 [02:56<00:53, 38.41it/s]
69%|██████████████████████████▏ | 4611/6680 [02:57<01:38, 21.00it/s]
69%|██████████████████████████▎ | 4615/6680 [02:57<01:28, 23.45it/s]
69%|██████████████████████████▎ | 4622/6680 [02:57<01:12, 28.58it/s]
69%|██████████████████████████▎ | 4629/6680 [02:57<00:59, 34.49it/s]
69%|██████████████████████████▎ | 4634/6680 [02:57<00:59, 34.56it/s]
69%|██████████████████████████▍ | 4639/6680 [02:58<00:56, 36.18it/s]
70%|██████████████████████████▍ | 4646/6680 [02:58<00:49, 41.34it/s]
70%|██████████████████████████▍ | 4652/6680 [02:58<00:46, 44.09it/s]
70%|██████████████████████████▌ | 4659/6680 [02:58<00:42, 47.96it/s]
70%|██████████████████████████▌ | 4666/6680 [02:58<00:38, 51.90it/s]
70%|██████████████████████████▌ | 4672/6680 [02:58<01:13, 27.44it/s]
70%|██████████████████████████▌ | 4677/6680 [02:59<02:05, 15.99it/s]
70%|██████████████████████████▋ | 4681/6680 [02:59<02:07, 15.62it/s]
70%|██████████████████████████▋ | 4684/6680 [03:00<02:15, 14.77it/s]
70%|██████████████████████████▋ | 4687/6680 [03:00<02:18, 14.41it/s]
70%|██████████████████████████▋ | 4691/6680 [03:00<01:55, 17.28it/s]
70%|██████████████████████████▋ | 4694/6680 [03:00<01:57, 16.97it/s]
70%|██████████████████████████▋ | 4697/6680 [03:00<02:00, 16.43it/s]
70%|██████████████████████████▋ | 4699/6680 [03:00<02:18, 14.28it/s]
70%|██████████████████████████▋ | 4702/6680 [03:01<02:07, 15.54it/s]
70%|██████████████████████████▊ | 4704/6680 [03:01<02:16, 14.52it/s]
70%|██████████████████████████▊ | 4707/6680 [03:01<02:05, 15.77it/s]
70%|██████████████████████████▊ | 4709/6680 [03:01<02:33, 12.87it/s]
71%|██████████████████████████▊ | 4711/6680 [03:01<02:38, 12.42it/s]
71%|██████████████████████████▊ | 4714/6680 [03:02<02:32, 12.88it/s]
71%|██████████████████████████▊ | 4716/6680 [03:02<02:42, 12.07it/s]
71%|██████████████████████████▊ | 4718/6680 [03:02<02:24, 13.53it/s]
71%|██████████████████████████▊ | 4720/6680 [03:02<02:19, 14.07it/s]
71%|██████████████████████████▊ | 4724/6680 [03:02<01:58, 16.47it/s]
71%|██████████████████████████▉ | 4727/6680 [03:02<01:49, 17.89it/s]
71%|██████████████████████████▉ | 4730/6680 [03:02<01:38, 19.83it/s]
71%|██████████████████████████▉ | 4733/6680 [03:03<01:43, 18.83it/s]
71%|██████████████████████████▉ | 4736/6680 [03:03<01:53, 17.19it/s]
71%|██████████████████████████▉ | 4738/6680 [03:03<02:04, 15.63it/s]
71%|██████████████████████████▉ | 4740/6680 [03:03<02:05, 15.48it/s]
71%|██████████████████████████▉ | 4744/6680 [03:03<01:43, 18.76it/s]
71%|███████████████████████████ | 4748/6680 [03:03<01:30, 21.35it/s]
71%|███████████████████████████ | 4753/6680 [03:03<01:26, 22.27it/s]
71%|███████████████████████████ | 4756/6680 [03:04<01:28, 21.63it/s]
71%|███████████████████████████ | 4759/6680 [03:04<01:48, 17.74it/s]
71%|███████████████████████████ | 4762/6680 [03:04<01:44, 18.29it/s]
71%|███████████████████████████ | 4765/6680 [03:04<01:33, 20.55it/s]
71%|███████████████████████████ | 4768/6680 [03:04<01:30, 21.07it/s]
71%|███████████████████████████▏ | 4771/6680 [03:04<01:22, 23.13it/s]
71%|███████████████████████████▏ | 4774/6680 [03:05<01:42, 18.57it/s]
72%|███████████████████████████▏ | 4777/6680 [03:05<01:41, 18.83it/s]
72%|███████████████████████████▏ | 4780/6680 [03:05<01:37, 19.58it/s]
72%|███████████████████████████▏ | 4783/6680 [03:05<01:27, 21.67it/s]
72%|███████████████████████████▏ | 4789/6680 [03:05<01:13, 25.90it/s]
72%|███████████████████████████▎ | 4793/6680 [03:05<01:09, 27.08it/s]
72%|███████████████████████████▎ | 4797/6680 [03:06<01:44, 18.03it/s]
72%|███████████████████████████▎ | 4800/6680 [03:06<01:52, 16.74it/s]
72%|███████████████████████████▎ | 4803/6680 [03:06<02:04, 15.06it/s]
72%|███████████████████████████▎ | 4805/6680 [03:06<02:03, 15.19it/s]
72%|███████████████████████████▎ | 4807/6680 [03:07<02:48, 11.11it/s]
72%|███████████████████████████▎ | 4809/6680 [03:07<02:36, 11.99it/s]
72%|███████████████████████████▎ | 4811/6680 [03:07<03:10, 9.80it/s]
72%|███████████████████████████▍ | 4813/6680 [03:07<02:41, 11.53it/s]
72%|███████████████████████████▍ | 4815/6680 [03:07<02:59, 10.39it/s]
72%|███████████████████████████▍ | 4817/6680 [03:07<02:56, 10.56it/s]
72%|███████████████████████████▍ | 4819/6680 [03:08<02:48, 11.02it/s]
72%|███████████████████████████▍ | 4821/6680 [03:08<02:48, 11.05it/s]
72%|███████████████████████████▍ | 4823/6680 [03:08<02:45, 11.20it/s]
72%|███████████████████████████▍ | 4825/6680 [03:08<02:51, 10.83it/s]
72%|███████████████████████████▍ | 4827/6680 [03:08<02:35, 11.92it/s]
72%|███████████████████████████▍ | 4829/6680 [03:08<02:30, 12.29it/s]
72%|███████████████████████████▍ | 4831/6680 [03:09<02:45, 11.19it/s]
72%|███████████████████████████▍ | 4833/6680 [03:09<02:45, 11.19it/s]
72%|███████████████████████████▌ | 4835/6680 [03:09<02:49, 10.91it/s]
72%|███████████████████████████▌ | 4837/6680 [03:09<02:38, 11.64it/s]
72%|███████████████████████████▌ | 4840/6680 [03:09<02:16, 13.47it/s]
72%|███████████████████████████▌ | 4843/6680 [03:10<02:05, 14.65it/s]
73%|███████████████████████████▌ | 4845/6680 [03:10<02:10, 14.08it/s]
73%|███████████████████████████▌ | 4847/6680 [03:10<02:16, 13.45it/s]
73%|███████████████████████████▌ | 4849/6680 [03:10<02:03, 14.78it/s]
73%|███████████████████████████▌ | 4851/6680 [03:10<02:03, 14.86it/s]
73%|███████████████████████████▌ | 4854/6680 [03:10<01:50, 16.47it/s]
73%|███████████████████████████▌ | 4856/6680 [03:10<02:01, 14.97it/s]
73%|███████████████████████████▋ | 4858/6680 [03:11<02:20, 12.98it/s]
73%|███████████████████████████▋ | 4860/6680 [03:11<02:28, 12.29it/s]
73%|███████████████████████████▋ | 4862/6680 [03:11<02:24, 12.58it/s]
73%|███████████████████████████▋ | 4864/6680 [03:11<03:38, 8.31it/s]
73%|███████████████████████████▋ | 4866/6680 [03:11<03:14, 9.31it/s]
73%|███████████████████████████▋ | 4868/6680 [03:12<03:45, 8.03it/s]
73%|███████████████████████████▋ | 4869/6680 [03:12<05:39, 5.34it/s]
73%|███████████████████████████▋ | 4872/6680 [03:12<04:25, 6.80it/s]
73%|███████████████████████████▋ | 4874/6680 [03:13<05:29, 5.48it/s]
73%|███████████████████████████▋ | 4876/6680 [03:13<04:26, 6.76it/s]
73%|███████████████████████████▊ | 4879/6680 [03:13<03:29, 8.58it/s]
73%|███████████████████████████▊ | 4881/6680 [03:13<03:04, 9.77it/s]
73%|███████████████████████████▊ | 4884/6680 [03:13<02:31, 11.85it/s]
73%|███████████████████████████▊ | 4887/6680 [03:13<02:05, 14.25it/s]
73%|███████████████████████████▊ | 4890/6680 [03:14<02:24, 12.36it/s]
73%|███████████████████████████▊ | 4892/6680 [03:14<02:40, 11.14it/s]
73%|███████████████████████████▊ | 4895/6680 [03:14<02:24, 12.37it/s]
73%|███████████████████████████▊ | 4897/6680 [03:14<02:22, 12.50it/s]
73%|███████████████████████████▊ | 4900/6680 [03:14<02:03, 14.45it/s]
73%|███████████████████████████▉ | 4902/6680 [03:15<01:53, 15.61it/s]
73%|███████████████████████████▉ | 4904/6680 [03:15<02:18, 12.85it/s]
73%|███████████████████████████▉ | 4906/6680 [03:15<02:06, 14.06it/s]
73%|███████████████████████████▉ | 4909/6680 [03:15<01:48, 16.34it/s]
74%|███████████████████████████▉ | 4911/6680 [03:15<01:46, 16.64it/s]
74%|███████████████████████████▉ | 4913/6680 [03:15<01:46, 16.57it/s]
74%|███████████████████████████▉ | 4916/6680 [03:15<01:41, 17.47it/s]
74%|███████████████████████████▉ | 4918/6680 [03:16<02:17, 12.79it/s]
74%|███████████████████████████▉ | 4920/6680 [03:16<02:39, 11.02it/s]
74%|███████████████████████████▉ | 4922/6680 [03:16<02:29, 11.77it/s]
74%|████████████████████████████ | 4924/6680 [03:16<02:24, 12.13it/s]
74%|████████████████████████████ | 4928/6680 [03:16<01:58, 14.81it/s]
74%|████████████████████████████ | 4931/6680 [03:16<01:43, 16.84it/s]
74%|████████████████████████████ | 4934/6680 [03:17<01:38, 17.74it/s]
74%|████████████████████████████ | 4937/6680 [03:17<01:34, 18.47it/s]
74%|████████████████████████████ | 4941/6680 [03:17<01:26, 20.16it/s]
74%|████████████████████████████ | 4944/6680 [03:17<01:30, 19.22it/s]
74%|████████████████████████████▏ | 4947/6680 [03:17<01:33, 18.48it/s]
74%|████████████████████████████▏ | 4951/6680 [03:17<01:24, 20.45it/s]
74%|████████████████████████████▏ | 4954/6680 [03:18<01:22, 20.82it/s]
74%|████████████████████████████▏ | 4958/6680 [03:18<01:12, 23.75it/s]
74%|████████████████████████████▏ | 4961/6680 [03:18<01:22, 20.84it/s]
74%|████████████████████████████▏ | 4964/6680 [03:18<01:26, 19.89it/s]
74%|████████████████████████████▎ | 4967/6680 [03:18<01:22, 20.79it/s]
74%|████████████████████████████▎ | 4970/6680 [03:18<01:17, 21.99it/s]
74%|████████████████████████████▎ | 4973/6680 [03:18<01:23, 20.48it/s]
74%|████████████████████████████▎ | 4976/6680 [03:19<01:16, 22.23it/s]
75%|████████████████████████████▎ | 4979/6680 [03:19<01:12, 23.32it/s]
75%|████████████████████████████▎ | 4982/6680 [03:19<01:33, 18.21it/s]
75%|████████████████████████████▎ | 4985/6680 [03:19<01:33, 18.07it/s]
75%|████████████████████████████▎ | 4987/6680 [03:19<02:19, 12.11it/s]
75%|████████████████████████████▍ | 4989/6680 [03:19<02:04, 13.63it/s]
75%|████████████████████████████▍ | 4992/6680 [03:20<01:49, 15.46it/s]
75%|████████████████████████████▍ | 4994/6680 [03:20<01:46, 15.88it/s]
75%|████████████████████████████▍ | 4996/6680 [03:20<01:58, 14.16it/s]
75%|████████████████████████████▍ | 5000/6680 [03:20<01:39, 16.89it/s]
75%|████████████████████████████▍ | 5003/6680 [03:20<01:48, 15.45it/s]
75%|████████████████████████████▍ | 5007/6680 [03:20<01:29, 18.59it/s]
75%|████████████████████████████▌ | 5010/6680 [03:21<01:38, 16.93it/s]
75%|████████████████████████████▌ | 5013/6680 [03:21<01:30, 18.40it/s]
75%|████████████████████████████▌ | 5016/6680 [03:21<01:21, 20.52it/s]
75%|████████████████████████████▌ | 5020/6680 [03:21<01:15, 22.04it/s]
75%|████████████████████████████▌ | 5024/6680 [03:21<01:08, 24.18it/s]
75%|████████████████████████████▌ | 5027/6680 [03:21<01:04, 25.67it/s]
75%|████████████████████████████▌ | 5030/6680 [03:21<01:12, 22.85it/s]
75%|████████████████████████████▋ | 5033/6680 [03:22<01:25, 19.33it/s]
75%|████████████████████████████▋ | 5036/6680 [03:22<01:27, 18.75it/s]
75%|████████████████████████████▋ | 5039/6680 [03:22<01:26, 19.00it/s]
75%|████████████████████████████▋ | 5042/6680 [03:22<01:30, 18.01it/s]
76%|████████████████████████████▋ | 5045/6680 [03:22<01:58, 13.74it/s]
76%|████████████████████████████▋ | 5047/6680 [03:23<01:50, 14.73it/s]
76%|████████████████████████████▋ | 5049/6680 [03:23<02:03, 13.23it/s]
76%|████████████████████████████▋ | 5051/6680 [03:23<02:15, 12.04it/s]
76%|████████████████████████████▋ | 5053/6680 [03:23<02:04, 13.11it/s]
76%|████████████████████████████▊ | 5055/6680 [03:23<01:58, 13.66it/s]
76%|████████████████████████████▊ | 5057/6680 [03:23<01:51, 14.60it/s]
76%|████████████████████████████▊ | 5059/6680 [03:23<01:42, 15.81it/s]
76%|████████████████████████████▊ | 5062/6680 [03:24<01:37, 16.62it/s]
76%|████████████████████████████▊ | 5065/6680 [03:24<01:40, 15.99it/s]
76%|████████████████████████████▊ | 5067/6680 [03:24<02:11, 12.26it/s]
76%|████████████████████████████▊ | 5069/6680 [03:24<02:00, 13.42it/s]
76%|████████████████████████████▊ | 5074/6680 [03:24<01:33, 17.11it/s]
76%|████████████████████████████▉ | 5078/6680 [03:24<01:18, 20.46it/s]
76%|████████████████████████████▉ | 5081/6680 [03:24<01:13, 21.69it/s]
76%|████████████████████████████▉ | 5084/6680 [03:25<01:12, 21.89it/s]
76%|████████████████████████████▉ | 5088/6680 [03:25<01:03, 25.19it/s]
76%|████████████████████████████▉ | 5091/6680 [03:25<01:04, 24.76it/s]
76%|████████████████████████████▉ | 5097/6680 [03:25<00:54, 29.30it/s]
76%|█████████████████████████████ | 5103/6680 [03:25<00:47, 33.46it/s]
76%|█████████████████████████████ | 5109/6680 [03:25<00:41, 37.85it/s]
77%|█████████████████████████████ | 5114/6680 [03:25<00:55, 28.09it/s]
77%|█████████████████████████████ | 5118/6680 [03:26<00:54, 28.41it/s]
77%|█████████████████████████████▏ | 5122/6680 [03:26<00:50, 30.97it/s]
77%|█████████████████████████████▏ | 5126/6680 [03:26<00:50, 31.05it/s]
77%|█████████████████████████████▏ | 5131/6680 [03:26<00:44, 34.46it/s]
77%|█████████████████████████████▏ | 5137/6680 [03:26<00:40, 37.86it/s]
77%|█████████████████████████████▎ | 5142/6680 [03:26<00:38, 40.05it/s]
77%|█████████████████████████████▎ | 5147/6680 [03:26<00:36, 41.73it/s]
77%|█████████████████████████████▎ | 5154/6680 [03:26<00:32, 47.20it/s]
77%|█████████████████████████████▎ | 5161/6680 [03:26<00:29, 50.94it/s]
77%|█████████████████████████████▍ | 5167/6680 [03:27<00:29, 51.70it/s]
77%|█████████████████████████████▍ | 5173/6680 [03:27<00:31, 47.75it/s]
78%|█████████████████████████████▍ | 5179/6680 [03:27<00:38, 39.12it/s]
78%|█████████████████████████████▍ | 5184/6680 [03:27<00:44, 33.52it/s]
78%|█████████████████████████████▌ | 5189/6680 [03:27<00:40, 37.11it/s]
78%|█████████████████████████████▌ | 5196/6680 [03:27<00:35, 41.96it/s]
78%|█████████████████████████████▌ | 5201/6680 [03:27<00:33, 43.85it/s]
78%|█████████████████████████████▋ | 5208/6680 [03:28<00:31, 47.48it/s]
78%|█████████████████████████████▋ | 5214/6680 [03:28<00:29, 50.52it/s]
78%|█████████████████████████████▋ | 5220/6680 [03:28<00:28, 51.53it/s]
78%|█████████████████████████████▋ | 5227/6680 [03:28<00:26, 54.77it/s]
78%|█████████████████████████████▊ | 5234/6680 [03:28<00:25, 57.44it/s]
78%|█████████████████████████████▊ | 5240/6680 [03:28<00:25, 56.86it/s]
79%|█████████████████████████████▊ | 5247/6680 [03:28<00:24, 59.03it/s]
79%|█████████████████████████████▉ | 5255/6680 [03:28<00:22, 62.42it/s]
79%|█████████████████████████████▉ | 5262/6680 [03:29<00:28, 49.78it/s]
79%|█████████████████████████████▉ | 5268/6680 [03:29<00:27, 51.38it/s]
79%|██████████████████████████████ | 5274/6680 [03:29<00:29, 47.91it/s]
79%|██████████████████████████████ | 5280/6680 [03:29<00:29, 47.82it/s]
79%|██████████████████████████████ | 5285/6680 [03:29<00:29, 46.82it/s]
79%|██████████████████████████████ | 5292/6680 [03:29<00:27, 51.30it/s]
79%|██████████████████████████████▏ | 5298/6680 [03:29<00:33, 41.33it/s]
79%|██████████████████████████████▏ | 5305/6680 [03:29<00:29, 46.55it/s]
80%|██████████████████████████████▏ | 5312/6680 [03:30<00:26, 51.64it/s]
80%|██████████████████████████████▎ | 5319/6680 [03:30<00:25, 52.63it/s]
80%|██████████████████████████████▎ | 5325/6680 [03:30<00:25, 52.63it/s]
80%|██████████████████████████████▎ | 5332/6680 [03:30<00:24, 54.99it/s]
80%|██████████████████████████████▎ | 5339/6680 [03:30<00:23, 56.90it/s]
80%|██████████████████████████████▍ | 5345/6680 [03:30<00:25, 52.90it/s]
80%|██████████████████████████████▍ | 5351/6680 [03:30<00:29, 45.49it/s]
80%|██████████████████████████████▍ | 5357/6680 [03:30<00:27, 48.45it/s]
80%|██████████████████████████████▌ | 5365/6680 [03:31<00:24, 53.52it/s]
80%|██████████████████████████████▌ | 5373/6680 [03:31<00:22, 59.29it/s]
81%|██████████████████████████████▌ | 5380/6680 [03:31<00:25, 50.45it/s]
81%|██████████████████████████████▋ | 5386/6680 [03:31<00:26, 49.08it/s]
81%|██████████████████████████████▋ | 5392/6680 [03:31<00:25, 49.59it/s]
81%|██████████████████████████████▋ | 5399/6680 [03:31<00:24, 53.35it/s]
81%|██████████████████████████████▊ | 5407/6680 [03:31<00:21, 58.49it/s]
81%|██████████████████████████████▊ | 5414/6680 [03:31<00:23, 54.36it/s]
81%|██████████████████████████████▊ | 5421/6680 [03:32<00:23, 52.49it/s]
81%|██████████████████████████████▉ | 5429/6680 [03:32<00:21, 57.77it/s]
81%|██████████████████████████████▉ | 5437/6680 [03:32<00:20, 61.14it/s]
81%|██████████████████████████████▉ | 5444/6680 [03:32<00:23, 51.83it/s]
82%|███████████████████████████████ | 5450/6680 [03:32<00:22, 53.75it/s]
82%|███████████████████████████████ | 5456/6680 [03:32<00:24, 49.20it/s]
82%|███████████████████████████████ | 5463/6680 [03:32<00:23, 52.32it/s]
82%|███████████████████████████████ | 5470/6680 [03:32<00:21, 55.80it/s]
82%|███████████████████████████████▏ | 5476/6680 [03:33<00:21, 55.26it/s]
82%|███████████████████████████████▏ | 5482/6680 [03:33<00:27, 42.98it/s]
82%|███████████████████████████████▏ | 5487/6680 [03:33<00:33, 36.12it/s]
82%|███████████████████████████████▎ | 5494/6680 [03:33<00:28, 41.21it/s]
82%|███████████████████████████████▎ | 5500/6680 [03:33<00:26, 44.08it/s]
82%|███████████████████████████████▎ | 5506/6680 [03:33<00:24, 47.32it/s]
83%|███████████████████████████████▎ | 5512/6680 [03:33<00:26, 43.30it/s]
83%|███████████████████████████████▍ | 5517/6680 [03:34<00:30, 38.10it/s]
83%|███████████████████████████████▍ | 5522/6680 [03:34<00:28, 40.83it/s]
83%|███████████████████████████████▍ | 5528/6680 [03:34<00:29, 39.07it/s]
83%|███████████████████████████████▍ | 5535/6680 [03:34<00:25, 44.27it/s]
83%|███████████████████████████████▌ | 5540/6680 [03:34<00:27, 41.92it/s]
83%|███████████████████████████████▌ | 5545/6680 [03:34<00:26, 43.48it/s]
83%|███████████████████████████████▌ | 5550/6680 [03:34<00:24, 45.25it/s]
83%|███████████████████████████████▌ | 5557/6680 [03:34<00:22, 49.65it/s]
83%|███████████████████████████████▋ | 5564/6680 [03:35<00:20, 53.52it/s]
83%|███████████████████████████████▋ | 5570/6680 [03:35<00:22, 49.92it/s]
83%|███████████████████████████████▋ | 5576/6680 [03:35<00:21, 51.49it/s]
84%|███████████████████████████████▊ | 5582/6680 [03:36<01:05, 16.65it/s]
84%|███████████████████████████████▊ | 5588/6680 [03:36<00:51, 21.10it/s]
84%|███████████████████████████████▊ | 5593/6680 [03:36<00:55, 19.43it/s]
84%|███████████████████████████████▊ | 5597/6680 [03:36<00:51, 21.05it/s]
84%|███████████████████████████████▊ | 5602/6680 [03:36<00:44, 24.32it/s]
84%|███████████████████████████████▉ | 5606/6680 [03:37<00:43, 24.79it/s]
84%|███████████████████████████████▉ | 5610/6680 [03:37<00:40, 26.43it/s]
84%|███████████████████████████████▉ | 5614/6680 [03:37<00:54, 19.49it/s]
84%|███████████████████████████████▉ | 5617/6680 [03:37<01:02, 17.03it/s]
84%|███████████████████████████████▉ | 5620/6680 [03:37<00:57, 18.41it/s]
84%|███████████████████████████████▉ | 5623/6680 [03:38<01:03, 16.63it/s]
84%|███████████████████████████████▉ | 5625/6680 [03:38<01:00, 17.43it/s]
84%|████████████████████████████████ | 5627/6680 [03:38<02:32, 6.92it/s]
84%|████████████████████████████████ | 5629/6680 [03:39<02:56, 5.95it/s]
84%|████████████████████████████████ | 5631/6680 [03:39<02:52, 6.09it/s]
84%|████████████████████████████████ | 5633/6680 [03:39<02:19, 7.50it/s]
84%|████████████████████████████████ | 5635/6680 [03:40<02:23, 7.30it/s]
84%|████████████████████████████████ | 5637/6680 [03:40<02:08, 8.14it/s]
84%|████████████████████████████████ | 5639/6680 [03:40<02:05, 8.28it/s]
84%|████████████████████████████████ | 5641/6680 [03:40<01:57, 8.82it/s]
84%|████████████████████████████████ | 5644/6680 [03:40<01:37, 10.65it/s]
85%|████████████████████████████████ | 5646/6680 [03:41<01:31, 11.34it/s]
85%|████████████████████████████████▏ | 5648/6680 [03:41<01:20, 12.85it/s]
85%|████████████████████████████████▏ | 5651/6680 [03:41<01:29, 11.53it/s]
85%|████████████████████████████████▏ | 5653/6680 [03:41<02:10, 7.87it/s]
85%|████████████████████████████████▏ | 5655/6680 [03:42<02:05, 8.15it/s]
85%|████████████████████████████████▏ | 5658/6680 [03:42<01:37, 10.43it/s]
85%|████████████████████████████████▏ | 5660/6680 [03:42<01:43, 9.84it/s]
85%|████████████████████████████████▏ | 5664/6680 [03:42<01:23, 12.19it/s]
85%|████████████████████████████████▏ | 5667/6680 [03:42<01:12, 14.00it/s]
85%|████████████████████████████████▎ | 5671/6680 [03:42<00:59, 16.87it/s]
85%|████████████████████████████████▎ | 5675/6680 [03:43<00:58, 17.29it/s]
85%|████████████████████████████████▎ | 5682/6680 [03:43<00:44, 22.18it/s]
85%|████████████████████████████████▎ | 5688/6680 [03:43<00:39, 25.09it/s]
85%|████████████████████████████████▍ | 5692/6680 [03:43<00:53, 18.34it/s]
85%|████████████████████████████████▍ | 5696/6680 [03:43<00:45, 21.51it/s]
85%|████████████████████████████████▍ | 5701/6680 [03:43<00:39, 25.08it/s]
85%|████████████████████████████████▍ | 5705/6680 [03:44<00:39, 24.96it/s]
86%|████████████████████████████████▍ | 5712/6680 [03:44<00:31, 30.85it/s]
86%|████████████████████████████████▌ | 5719/6680 [03:44<00:26, 36.66it/s]
86%|████████████████████████████████▌ | 5724/6680 [03:44<00:26, 36.14it/s]
86%|████████████████████████████████▌ | 5729/6680 [03:44<00:30, 31.16it/s]
86%|████████████████████████████████▌ | 5733/6680 [03:44<00:28, 33.12it/s]
86%|████████████████████████████████▋ | 5738/6680 [03:44<00:27, 33.93it/s]
86%|████████████████████████████████▋ | 5743/6680 [03:45<00:25, 37.21it/s]
86%|████████████████████████████████▋ | 5750/6680 [03:45<00:21, 42.51it/s]
86%|████████████████████████████████▋ | 5755/6680 [03:45<00:22, 41.31it/s]
86%|████████████████████████████████▊ | 5761/6680 [03:45<00:23, 39.22it/s]
86%|████████████████████████████████▊ | 5766/6680 [03:45<00:29, 30.78it/s]
86%|████████████████████████████████▊ | 5770/6680 [03:45<00:30, 30.15it/s]
86%|████████████████████████████████▊ | 5776/6680 [03:45<00:26, 34.58it/s]
87%|████████████████████████████████▉ | 5781/6680 [03:46<00:26, 33.44it/s]
87%|████████████████████████████████▉ | 5785/6680 [03:46<00:36, 24.33it/s]
87%|████████████████████████████████▉ | 5789/6680 [03:46<00:42, 21.11it/s]
87%|████████████████████████████████▉ | 5792/6680 [03:46<00:42, 20.80it/s]
87%|████████████████████████████████▉ | 5795/6680 [03:46<00:42, 20.94it/s]
87%|████████████████████████████████▉ | 5798/6680 [03:47<01:14, 11.76it/s]
87%|████████████████████████████████▉ | 5800/6680 [03:47<01:06, 13.21it/s]
87%|█████████████████████████████████ | 5802/6680 [03:47<01:11, 12.27it/s]
87%|█████████████████████████████████ | 5804/6680 [03:47<01:08, 12.76it/s]
87%|█████████████████████████████████ | 5806/6680 [03:48<01:08, 12.75it/s]
87%|█████████████████████████████████ | 5810/6680 [03:48<00:56, 15.38it/s]
87%|█████████████████████████████████ | 5813/6680 [03:48<00:49, 17.39it/s]
87%|█████████████████████████████████ | 5819/6680 [03:48<00:39, 22.05it/s]
87%|█████████████████████████████████▏ | 5824/6680 [03:48<00:38, 22.31it/s]
87%|█████████████████████████████████▏ | 5828/6680 [03:48<00:33, 25.67it/s]
87%|█████████████████████████████████▏ | 5832/6680 [03:48<00:30, 27.98it/s]
87%|█████████████████████████████████▏ | 5837/6680 [03:48<00:26, 32.11it/s]
87%|█████████████████████████████████▏ | 5841/6680 [03:49<00:36, 23.16it/s]
88%|█████████████████████████████████▎ | 5845/6680 [03:49<00:48, 17.38it/s]
88%|█████████████████████████████████▎ | 5848/6680 [03:49<00:56, 14.69it/s]
88%|█████████████████████████████████▎ | 5851/6680 [03:49<00:53, 15.52it/s]
88%|█████████████████████████████████▎ | 5853/6680 [03:50<00:58, 14.25it/s]
88%|█████████████████████████████████▎ | 5855/6680 [03:50<01:00, 13.62it/s]
88%|█████████████████████████████████▎ | 5859/6680 [03:50<00:51, 15.87it/s]
88%|█████████████████████████████████▎ | 5862/6680 [03:50<00:44, 18.48it/s]
88%|█████████████████████████████████▎ | 5865/6680 [03:50<00:46, 17.46it/s]
88%|█████████████████████████████████▍ | 5871/6680 [03:50<00:40, 19.90it/s]
88%|█████████████████████████████████▍ | 5876/6680 [03:51<00:37, 21.28it/s]
88%|█████████████████████████████████▍ | 5879/6680 [03:51<00:35, 22.42it/s]
88%|█████████████████████████████████▍ | 5883/6680 [03:51<00:32, 24.28it/s]
88%|█████████████████████████████████▍ | 5886/6680 [03:51<00:57, 13.79it/s]
88%|█████████████████████████████████▌ | 5889/6680 [03:52<01:06, 11.84it/s]
88%|█████████████████████████████████▌ | 5895/6680 [03:52<00:50, 15.46it/s]
88%|█████████████████████████████████▌ | 5900/6680 [03:52<00:43, 18.08it/s]
88%|█████████████████████████████████▌ | 5905/6680 [03:52<00:35, 22.07it/s]
89%|█████████████████████████████████▋ | 5912/6680 [03:52<00:27, 27.74it/s]
89%|█████████████████████████████████▋ | 5917/6680 [03:52<00:25, 30.38it/s]
89%|█████████████████████████████████▋ | 5923/6680 [03:52<00:22, 32.96it/s]
89%|█████████████████████████████████▋ | 5930/6680 [03:53<00:21, 34.74it/s]
89%|█████████████████████████████████▊ | 5935/6680 [03:53<00:19, 37.64it/s]
89%|█████████████████████████████████▊ | 5942/6680 [03:53<00:17, 42.27it/s]
89%|█████████████████████████████████▊ | 5947/6680 [03:53<00:26, 28.11it/s]
89%|█████████████████████████████████▊ | 5951/6680 [03:53<00:29, 24.87it/s]
89%|█████████████████████████████████▉ | 5957/6680 [03:53<00:24, 29.81it/s]
89%|█████████████████████████████████▉ | 5963/6680 [03:54<00:20, 34.99it/s]
89%|█████████████████████████████████▉ | 5969/6680 [03:54<00:17, 39.83it/s]
89%|█████████████████████████████████▉ | 5976/6680 [03:54<00:16, 42.11it/s]
90%|██████████████████████████████████ | 5981/6680 [03:54<00:23, 29.18it/s]
90%|██████████████████████████████████ | 5985/6680 [03:54<00:22, 31.53it/s]
90%|██████████████████████████████████ | 5991/6680 [03:54<00:18, 36.37it/s]
90%|██████████████████████████████████ | 5997/6680 [03:54<00:16, 40.32it/s]
90%|██████████████████████████████████▏ | 6002/6680 [03:55<00:15, 42.59it/s]
90%|██████████████████████████████████▏ | 6010/6680 [03:55<00:14, 46.59it/s]
90%|██████████████████████████████████▏ | 6016/6680 [03:55<00:14, 46.90it/s]
90%|██████████████████████████████████▎ | 6022/6680 [03:55<00:15, 43.43it/s]
90%|██████████████████████████████████▎ | 6029/6680 [03:55<00:13, 48.70it/s]
90%|██████████████████████████████████▎ | 6035/6680 [03:55<00:12, 50.83it/s]
90%|██████████████████████████████████▎ | 6041/6680 [03:55<00:12, 50.07it/s]
91%|██████████████████████████████████▍ | 6047/6680 [03:55<00:13, 47.21it/s]
91%|██████████████████████████████████▍ | 6053/6680 [03:56<00:14, 43.61it/s]
91%|██████████████████████████████████▍ | 6060/6680 [03:56<00:12, 49.07it/s]
91%|██████████████████████████████████▌ | 6066/6680 [03:56<00:12, 50.47it/s]
91%|██████████████████████████████████▌ | 6072/6680 [03:56<00:18, 32.76it/s]
91%|██████████████████████████████████▌ | 6077/6680 [03:56<00:23, 25.40it/s]
91%|██████████████████████████████████▌ | 6081/6680 [03:57<00:23, 25.42it/s]
91%|██████████████████████████████████▌ | 6085/6680 [03:57<00:20, 28.36it/s]
91%|██████████████████████████████████▋ | 6089/6680 [03:57<00:24, 23.72it/s]
91%|██████████████████████████████████▋ | 6092/6680 [03:57<00:32, 17.95it/s]
91%|██████████████████████████████████▋ | 6095/6680 [03:57<00:30, 18.98it/s]
91%|██████████████████████████████████▋ | 6098/6680 [03:58<00:33, 17.24it/s]
91%|██████████████████████████████████▋ | 6101/6680 [03:58<00:32, 17.67it/s]
91%|██████████████████████████████████▋ | 6103/6680 [03:58<00:34, 16.62it/s]
91%|██████████████████████████████████▋ | 6105/6680 [03:58<00:45, 12.65it/s]
91%|██████████████████████████████████▋ | 6107/6680 [03:58<00:40, 14.16it/s]
91%|██████████████████████████████████▊ | 6109/6680 [03:58<00:48, 11.68it/s]
91%|██████████████████████████████████▊ | 6111/6680 [03:59<00:44, 12.76it/s]
92%|██████████████████████████████████▊ | 6113/6680 [03:59<00:43, 13.08it/s]
92%|██████████████████████████████████▊ | 6115/6680 [03:59<00:41, 13.58it/s]
92%|██████████████████████████████████▊ | 6117/6680 [04:00<01:35, 5.90it/s]
92%|██████████████████████████████████▊ | 6119/6680 [04:00<01:34, 5.94it/s]
92%|██████████████████████████████████▊ | 6121/6680 [04:00<01:17, 7.23it/s]
92%|██████████████████████████████████▊ | 6123/6680 [04:00<01:03, 8.80it/s]
92%|██████████████████████████████████▊ | 6125/6680 [04:00<00:54, 10.13it/s]
92%|██████████████████████████████████▊ | 6127/6680 [04:00<00:47, 11.76it/s]
92%|██████████████████████████████████▊ | 6129/6680 [04:01<00:51, 10.67it/s]
92%|██████████████████████████████████▉ | 6131/6680 [04:01<00:48, 11.31it/s]
92%|██████████████████████████████████▉ | 6133/6680 [04:01<00:46, 11.68it/s]
92%|██████████████████████████████████▉ | 6135/6680 [04:01<00:44, 12.25it/s]
92%|██████████████████████████████████▉ | 6137/6680 [04:01<00:42, 12.84it/s]
92%|██████████████████████████████████▉ | 6139/6680 [04:02<01:12, 7.48it/s]
92%|██████████████████████████████████▉ | 6141/6680 [04:02<01:07, 7.96it/s]
92%|██████████████████████████████████▉ | 6143/6680 [04:02<00:56, 9.55it/s]
92%|██████████████████████████████████▉ | 6145/6680 [04:02<00:57, 9.37it/s]
92%|██████████████████████████████████▉ | 6151/6680 [04:03<00:48, 10.99it/s]
92%|███████████████████████████████████ | 6153/6680 [04:03<00:42, 12.27it/s]
92%|███████████████████████████████████ | 6155/6680 [04:03<00:37, 13.82it/s]
92%|███████████████████████████████████ | 6157/6680 [04:03<00:47, 11.12it/s]
92%|███████████████████████████████████ | 6160/6680 [04:03<00:38, 13.57it/s]
92%|███████████████████████████████████ | 6164/6680 [04:03<00:31, 16.61it/s]
92%|███████████████████████████████████ | 6167/6680 [04:04<00:33, 15.30it/s]
92%|███████████████████████████████████ | 6170/6680 [04:04<00:29, 17.20it/s]
92%|███████████████████████████████████▏ | 6176/6680 [04:04<00:23, 21.23it/s]
93%|███████████████████████████████████▏ | 6180/6680 [04:04<00:22, 22.42it/s]
93%|███████████████████████████████████▏ | 6187/6680 [04:04<00:17, 27.70it/s]
93%|███████████████████████████████████▏ | 6191/6680 [04:04<00:23, 21.00it/s]
93%|███████████████████████████████████▏ | 6196/6680 [04:05<00:19, 25.23it/s]
93%|███████████████████████████████████▎ | 6202/6680 [04:05<00:16, 29.37it/s]
93%|███████████████████████████████████▎ | 6206/6680 [04:05<00:21, 22.57it/s]
93%|███████████████████████████████████▎ | 6210/6680 [04:05<00:27, 17.39it/s]
93%|███████████████████████████████████▎ | 6217/6680 [04:05<00:20, 22.24it/s]
93%|███████████████████████████████████▍ | 6221/6680 [04:06<00:19, 23.91it/s]
93%|███████████████████████████████████▍ | 6227/6680 [04:06<00:15, 28.84it/s]
93%|███████████████████████████████████▍ | 6232/6680 [04:06<00:14, 30.16it/s]
93%|███████████████████████████████████▍ | 6237/6680 [04:06<00:13, 32.56it/s]
93%|███████████████████████████████████▌ | 6241/6680 [04:06<00:23, 18.98it/s]
94%|███████████████████████████████████▌ | 6249/6680 [04:06<00:17, 23.99it/s]
94%|███████████████████████████████████▌ | 6255/6680 [04:07<00:14, 28.67it/s]
94%|███████████████████████████████████▌ | 6260/6680 [04:07<00:12, 32.68it/s]
94%|███████████████████████████████████▋ | 6266/6680 [04:07<00:11, 37.43it/s]
94%|███████████████████████████████████▋ | 6271/6680 [04:07<00:10, 37.90it/s]
94%|███████████████████████████████████▋ | 6276/6680 [04:08<00:23, 17.42it/s]
94%|███████████████████████████████████▋ | 6281/6680 [04:08<00:18, 21.32it/s]
94%|███████████████████████████████████▊ | 6287/6680 [04:08<00:14, 26.26it/s]
94%|███████████████████████████████████▊ | 6292/6680 [04:08<00:12, 30.28it/s]
94%|███████████████████████████████████▊ | 6297/6680 [04:08<00:11, 32.86it/s]
94%|███████████████████████████████████▊ | 6302/6680 [04:08<00:10, 35.99it/s]
94%|███████████████████████████████████▉ | 6307/6680 [04:08<00:09, 39.20it/s]
94%|███████████████████████████████████▉ | 6312/6680 [04:08<00:11, 32.13it/s]
95%|███████████████████████████████████▉ | 6318/6680 [04:09<00:10, 35.99it/s]
95%|███████████████████████████████████▉ | 6323/6680 [04:09<00:10, 35.45it/s]
95%|████████████████████████████████████ | 6329/6680 [04:09<00:09, 38.32it/s]
95%|████████████████████████████████████ | 6334/6680 [04:09<00:12, 28.71it/s]
95%|████████████████████████████████████ | 6338/6680 [04:09<00:10, 31.29it/s]
95%|████████████████████████████████████ | 6342/6680 [04:09<00:10, 32.58it/s]
95%|████████████████████████████████████ | 6346/6680 [04:10<00:12, 26.07it/s]
95%|████████████████████████████████████ | 6350/6680 [04:10<00:21, 15.36it/s]
95%|████████████████████████████████████▏ | 6353/6680 [04:10<00:19, 16.65it/s]
95%|████████████████████████████████████▏ | 6356/6680 [04:10<00:19, 16.71it/s]
95%|████████████████████████████████████▏ | 6359/6680 [04:11<00:20, 15.55it/s]
95%|████████████████████████████████████▏ | 6362/6680 [04:11<00:18, 17.12it/s]
95%|████████████████████████████████████▏ | 6365/6680 [04:11<00:17, 18.02it/s]
95%|████████████████████████████████████▏ | 6368/6680 [04:11<00:18, 16.88it/s]
95%|████████████████████████████████████▏ | 6370/6680 [04:11<00:17, 17.66it/s]
95%|████████████████████████████████████▎ | 6373/6680 [04:11<00:16, 18.68it/s]
95%|████████████████████████████████████▎ | 6375/6680 [04:12<00:26, 11.40it/s]
95%|████████████████████████████████████▎ | 6379/6680 [04:12<00:21, 13.98it/s]
96%|████████████████████████████████████▎ | 6381/6680 [04:12<00:23, 12.51it/s]
96%|████████████████████████████████████▎ | 6383/6680 [04:12<00:23, 12.89it/s]
96%|████████████████████████████████████▎ | 6385/6680 [04:12<00:20, 14.43it/s]
96%|████████████████████████████████████▎ | 6388/6680 [04:12<00:18, 15.95it/s]
96%|████████████████████████████████████▎ | 6391/6680 [04:13<00:16, 17.13it/s]
96%|████████████████████████████████████▎ | 6394/6680 [04:13<00:14, 19.39it/s]
96%|████████████████████████████████████▍ | 6397/6680 [04:13<00:24, 11.74it/s]
96%|████████████████████████████████████▍ | 6401/6680 [04:13<00:19, 14.33it/s]
96%|████████████████████████████████████▍ | 6404/6680 [04:14<00:21, 12.83it/s]
96%|████████████████████████████████████▍ | 6406/6680 [04:14<00:33, 8.11it/s]
96%|████████████████████████████████████▍ | 6408/6680 [04:15<00:49, 5.53it/s]
96%|████████████████████████████████████▍ | 6410/6680 [04:15<00:42, 6.36it/s]
96%|████████████████████████████████████▍ | 6412/6680 [04:15<00:34, 7.78it/s]
96%|████████████████████████████████████▍ | 6414/6680 [04:15<00:27, 9.52it/s]
96%|████████████████████████████████████▍ | 6416/6680 [04:15<00:27, 9.72it/s]
96%|████████████████████████████████████▌ | 6418/6680 [04:15<00:27, 9.62it/s]
96%|████████████████████████████████████▌ | 6420/6680 [04:16<00:28, 9.19it/s]
96%|████████████████████████████████████▌ | 6425/6680 [04:16<00:21, 12.07it/s]
96%|████████████████████████████████████▌ | 6428/6680 [04:16<00:17, 14.43it/s]
96%|████████████████████████████████████▌ | 6435/6680 [04:16<00:13, 18.77it/s]
96%|████████████████████████████████████▋ | 6441/6680 [04:16<00:10, 23.39it/s]
97%|████████████████████████████████████▋ | 6447/6680 [04:16<00:08, 27.95it/s]
97%|████████████████████████████████████▋ | 6452/6680 [04:16<00:08, 27.40it/s]
97%|████████████████████████████████████▋ | 6456/6680 [04:17<00:08, 27.97it/s]
97%|████████████████████████████████████▊ | 6463/6680 [04:17<00:06, 32.68it/s]
97%|████████████████████████████████████▊ | 6468/6680 [04:17<00:06, 30.81it/s]
97%|████████████████████████████████████▊ | 6472/6680 [04:17<00:10, 19.52it/s]
97%|████████████████████████████████████▊ | 6475/6680 [04:17<00:10, 20.43it/s]
97%|████████████████████████████████████▊ | 6480/6680 [04:18<00:08, 24.72it/s]
97%|████████████████████████████████████▉ | 6487/6680 [04:18<00:06, 30.24it/s]
97%|████████████████████████████████████▉ | 6494/6680 [04:18<00:05, 32.99it/s]
97%|████████████████████████████████████▉ | 6499/6680 [04:18<00:06, 28.51it/s]
97%|████████████████████████████████████▉ | 6503/6680 [04:18<00:06, 28.28it/s]
97%|█████████████████████████████████████ | 6507/6680 [04:18<00:05, 30.10it/s]
98%|█████████████████████████████████████ | 6514/6680 [04:18<00:04, 35.97it/s]
98%|█████████████████████████████████████ | 6519/6680 [04:19<00:04, 32.66it/s]
98%|█████████████████████████████████████ | 6523/6680 [04:19<00:05, 28.26it/s]
98%|█████████████████████████████████████▏| 6527/6680 [04:19<00:07, 20.63it/s]
98%|█████████████████████████████████████▏| 6532/6680 [04:19<00:05, 24.78it/s]
98%|█████████████████████████████████████▏| 6540/6680 [04:19<00:04, 30.02it/s]
98%|█████████████████████████████████████▏| 6545/6680 [04:19<00:04, 33.29it/s]
98%|█████████████████████████████████████▎| 6550/6680 [04:20<00:03, 33.50it/s]
98%|█████████████████████████████████████▎| 6554/6680 [04:20<00:04, 29.99it/s]
98%|█████████████████████████████████████▎| 6558/6680 [04:20<00:04, 30.50it/s]
98%|█████████████████████████████████████▎| 6562/6680 [04:20<00:04, 27.77it/s]
98%|█████████████████████████████████████▎| 6566/6680 [04:20<00:03, 28.67it/s]
98%|█████████████████████████████████████▍| 6571/6680 [04:20<00:03, 32.75it/s]
98%|█████████████████████████████████████▍| 6578/6680 [04:20<00:02, 38.77it/s]
99%|█████████████████████████████████████▍| 6583/6680 [04:21<00:03, 25.41it/s]
99%|█████████████████████████████████████▍| 6587/6680 [04:21<00:03, 25.19it/s]
99%|█████████████████████████████████████▌| 6593/6680 [04:21<00:02, 29.95it/s]
99%|█████████████████████████████████████▌| 6600/6680 [04:21<00:02, 35.82it/s]
99%|█████████████████████████████████████▌| 6605/6680 [04:21<00:02, 34.38it/s]
99%|█████████████████████████████████████▌| 6610/6680 [04:21<00:02, 31.67it/s]
99%|█████████████████████████████████████▋| 6617/6680 [04:22<00:01, 37.41it/s]
99%|█████████████████████████████████████▋| 6622/6680 [04:22<00:01, 40.17it/s]
99%|█████████████████████████████████████▋| 6627/6680 [04:22<00:01, 35.58it/s]
99%|█████████████████████████████████████▋| 6632/6680 [04:22<00:02, 21.82it/s]
99%|█████████████████████████████████████▋| 6636/6680 [04:22<00:02, 21.58it/s]
99%|█████████████████████████████████████▊| 6639/6680 [04:23<00:01, 21.26it/s]
99%|█████████████████████████████████████▊| 6642/6680 [04:23<00:01, 20.69it/s]
99%|█████████████████████████████████████▊| 6645/6680 [04:23<00:01, 21.26it/s]
100%|█████████████████████████████████████▊| 6651/6680 [04:23<00:01, 25.99it/s]
100%|█████████████████████████████████████▊| 6655/6680 [04:23<00:01, 17.25it/s]
100%|█████████████████████████████████████▊| 6658/6680 [04:24<00:01, 17.92it/s]
100%|█████████████████████████████████████▉| 6662/6680 [04:24<00:00, 20.21it/s]
100%|█████████████████████████████████████▉| 6666/6680 [04:24<00:00, 23.36it/s]
100%|█████████████████████████████████████▉| 6670/6680 [04:24<00:00, 26.53it/s]
100%|█████████████████████████████████████▉| 6674/6680 [04:24<00:00, 17.12it/s]
100%|██████████████████████████████████████| 6680/6680 [04:24<00:00, 21.63it/s]
0%| | 0/835 [00:00<?, ?it/s]Exception in thread Thread-8:
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\envs\dog-project\lib\threading.py", line 914, in _bootstrap_inner
self.run()
File "C:\ProgramData\Anaconda3\envs\dog-project\lib\site-packages\tqdm\_tqdm.py", line 109, in run
if instance.miniters > 1 and \
AttributeError: 'tqdm' object has no attribute 'miniters'
0%| | 1/835 [00:04<1:06:45, 4.80s/it]
0%| | 2/835 [00:05<50:05, 3.61s/it]
0%|▏ | 3/835 [00:09<50:42, 3.66s/it]
0%|▏ | 4/835 [00:10<38:25, 2.77s/it]
1%|▎ | 5/835 [00:11<32:45, 2.37s/it]
1%|▎ | 6/835 [00:12<26:19, 1.91s/it]
1%|▎ | 7/835 [00:12<20:06, 1.46s/it]
1%|▍ | 8/835 [00:13<15:12, 1.10s/it]
1%|▍ | 9/835 [00:14<15:39, 1.14s/it]
1%|▍ | 10/835 [00:15<17:15, 1.26s/it]
1%|▌ | 11/835 [00:16<13:40, 1.00it/s]
1%|▌ | 12/835 [00:16<12:44, 1.08it/s]
2%|▋ | 13/835 [00:17<10:28, 1.31it/s]
2%|▋ | 14/835 [00:17<09:54, 1.38it/s]
2%|▋ | 15/835 [00:18<10:34, 1.29it/s]
2%|▊ | 16/835 [00:19<08:17, 1.65it/s]
2%|▊ | 17/835 [00:19<06:58, 1.96it/s]
2%|▉ | 18/835 [00:19<05:39, 2.41it/s]
2%|▉ | 19/835 [00:20<06:51, 1.98it/s]
2%|▉ | 20/835 [00:20<05:22, 2.53it/s]
3%|█ | 21/835 [00:20<05:56, 2.28it/s]
3%|█ | 22/835 [00:21<04:39, 2.91it/s]
3%|█▏ | 23/835 [00:22<08:32, 1.58it/s]
3%|█▏ | 24/835 [00:22<08:05, 1.67it/s]
3%|█▏ | 25/835 [00:24<13:10, 1.02it/s]
3%|█▎ | 26/835 [00:25<12:57, 1.04it/s]
3%|█▎ | 27/835 [00:28<20:14, 1.50s/it]
3%|█▎ | 28/835 [00:28<16:22, 1.22s/it]
3%|█▍ | 29/835 [00:32<25:39, 1.91s/it]
4%|█▍ | 30/835 [00:34<26:39, 1.99s/it]
4%|█▌ | 31/835 [00:36<24:16, 1.81s/it]
4%|█▌ | 32/835 [00:36<20:35, 1.54s/it]
4%|█▌ | 33/835 [00:37<15:00, 1.12s/it]
4%|█▋ | 34/835 [00:39<19:23, 1.45s/it]
4%|█▋ | 35/835 [00:40<17:46, 1.33s/it]
4%|█▊ | 36/835 [00:41<18:39, 1.40s/it]
4%|█▊ | 37/835 [00:42<13:35, 1.02s/it]
5%|█▊ | 38/835 [00:42<12:28, 1.06it/s]
5%|█▉ | 39/835 [00:43<09:36, 1.38it/s]
5%|█▉ | 40/835 [00:43<08:08, 1.63it/s]
5%|██ | 41/835 [00:43<07:01, 1.89it/s]
5%|██ | 42/835 [00:45<13:06, 1.01it/s]
5%|██ | 43/835 [00:46<10:56, 1.21it/s]
5%|██▏ | 44/835 [00:46<09:25, 1.40it/s]
5%|██▏ | 45/835 [00:47<08:18, 1.58it/s]
6%|██▎ | 46/835 [00:47<07:49, 1.68it/s]
6%|██▎ | 47/835 [00:48<06:52, 1.91it/s]
6%|██▎ | 48/835 [00:48<06:17, 2.09it/s]
6%|██▍ | 49/835 [00:48<05:15, 2.49it/s]
6%|██▍ | 50/835 [00:49<07:16, 1.80it/s]
6%|██▌ | 51/835 [00:50<06:52, 1.90it/s]
6%|██▌ | 52/835 [00:50<05:42, 2.29it/s]
6%|██▌ | 53/835 [00:50<04:48, 2.71it/s]
7%|██▋ | 55/835 [00:50<03:39, 3.55it/s]
7%|██▋ | 56/835 [00:51<04:15, 3.05it/s]
7%|██▊ | 57/835 [00:51<03:30, 3.70it/s]
7%|██▊ | 58/835 [00:51<03:05, 4.18it/s]
7%|██▉ | 59/835 [00:51<04:21, 2.97it/s]
7%|██▉ | 60/835 [00:52<04:34, 2.83it/s]
7%|██▉ | 61/835 [00:52<05:10, 2.49it/s]
8%|███ | 63/835 [00:53<04:12, 3.06it/s]
8%|███▏ | 64/835 [00:53<04:46, 2.69it/s]
8%|███▏ | 65/835 [00:53<04:00, 3.20it/s]
8%|███▏ | 66/835 [00:54<03:49, 3.34it/s]
8%|███▎ | 67/835 [00:54<04:07, 3.11it/s]
8%|███▎ | 68/835 [00:54<03:32, 3.61it/s]
8%|███▍ | 69/835 [00:54<03:54, 3.26it/s]
8%|███▍ | 70/835 [00:55<03:20, 3.81it/s]
9%|███▍ | 71/835 [00:55<05:25, 2.35it/s]
9%|███▌ | 72/835 [00:56<06:23, 1.99it/s]
9%|███▌ | 73/835 [00:57<06:44, 1.89it/s]
9%|███▋ | 74/835 [00:57<05:10, 2.45it/s]
9%|███▋ | 75/835 [00:57<04:35, 2.76it/s]
9%|███▊ | 77/835 [00:57<03:31, 3.58it/s]
9%|███▊ | 78/835 [00:58<03:23, 3.72it/s]
9%|███▉ | 79/835 [00:58<03:38, 3.46it/s]
10%|███▉ | 80/835 [00:58<03:02, 4.14it/s]
10%|████ | 82/835 [00:59<03:13, 3.89it/s]
10%|████ | 83/835 [00:59<02:53, 4.33it/s]
10%|████ | 84/835 [01:00<05:06, 2.45it/s]
10%|████▏ | 85/835 [01:00<05:22, 2.32it/s]
10%|████▏ | 86/835 [01:01<07:33, 1.65it/s]
10%|████▎ | 87/835 [01:01<06:20, 1.97it/s]
11%|████▎ | 88/835 [01:02<06:21, 1.96it/s]
11%|████▎ | 89/835 [01:02<05:21, 2.32it/s]
11%|████▍ | 90/835 [01:02<04:42, 2.63it/s]
11%|████▍ | 91/835 [01:02<03:51, 3.21it/s]
11%|████▌ | 92/835 [01:05<10:19, 1.20it/s]
11%|████▌ | 94/835 [01:05<08:22, 1.48it/s]
11%|████▋ | 95/835 [01:05<06:43, 1.83it/s]
11%|████▋ | 96/835 [01:06<05:35, 2.20it/s]
12%|████▊ | 97/835 [01:06<06:17, 1.96it/s]
12%|████▊ | 98/835 [01:07<05:27, 2.25it/s]
12%|████▊ | 99/835 [01:07<05:53, 2.08it/s]
12%|████▊ | 100/835 [01:11<17:47, 1.45s/it]
12%|████▊ | 101/835 [01:12<18:13, 1.49s/it]
12%|████▉ | 102/835 [01:14<18:52, 1.54s/it]
12%|████▉ | 103/835 [01:14<14:17, 1.17s/it]
12%|████▉ | 104/835 [01:15<11:35, 1.05it/s]
13%|█████ | 105/835 [01:15<09:11, 1.32it/s]
13%|█████ | 106/835 [01:15<07:26, 1.63it/s]
13%|█████▏ | 107/835 [01:16<05:36, 2.16it/s]
13%|█████▏ | 108/835 [01:16<05:05, 2.38it/s]
13%|█████▏ | 109/835 [01:16<04:40, 2.59it/s]
13%|█████▎ | 111/835 [01:17<04:32, 2.66it/s]
13%|█████▎ | 112/835 [01:18<05:52, 2.05it/s]
14%|█████▍ | 113/835 [01:18<04:49, 2.50it/s]
14%|█████▍ | 114/835 [01:18<04:29, 2.68it/s]
14%|█████▌ | 115/835 [01:19<05:25, 2.21it/s]
14%|█████▌ | 117/835 [01:19<04:25, 2.70it/s]
14%|█████▋ | 118/835 [01:20<06:00, 1.99it/s]
14%|█████▋ | 119/835 [01:27<28:56, 2.43s/it]
14%|█████▋ | 120/835 [01:27<22:01, 1.85s/it]
14%|█████▊ | 121/835 [01:31<29:18, 2.46s/it]
15%|█████▊ | 122/835 [01:33<26:42, 2.25s/it]
15%|█████▉ | 123/835 [01:34<21:15, 1.79s/it]
15%|█████▉ | 124/835 [01:34<17:32, 1.48s/it]
15%|█████▉ | 125/835 [01:35<13:42, 1.16s/it]
15%|██████ | 126/835 [01:36<12:22, 1.05s/it]
15%|██████ | 127/835 [01:37<14:26, 1.22s/it]
15%|██████▏ | 128/835 [01:41<24:36, 2.09s/it]
15%|██████▏ | 129/835 [01:43<23:09, 1.97s/it]
16%|██████▏ | 130/835 [01:45<21:57, 1.87s/it]
16%|██████▎ | 131/835 [01:46<18:44, 1.60s/it]
16%|██████▎ | 132/835 [01:46<15:22, 1.31s/it]
16%|██████▎ | 133/835 [01:48<18:00, 1.54s/it]
16%|██████▍ | 134/835 [01:49<15:47, 1.35s/it]
16%|██████▍ | 135/835 [01:50<12:24, 1.06s/it]
16%|██████▌ | 136/835 [01:50<09:32, 1.22it/s]
16%|██████▌ | 137/835 [01:50<07:41, 1.51it/s]
17%|██████▌ | 138/835 [01:50<05:49, 2.00it/s]
17%|██████▋ | 139/835 [01:51<04:49, 2.40it/s]
17%|██████▊ | 141/835 [01:51<04:16, 2.71it/s]
17%|██████▊ | 142/835 [01:52<04:18, 2.68it/s]
17%|██████▊ | 143/835 [01:52<03:53, 2.96it/s]
17%|██████▉ | 144/835 [01:52<03:39, 3.15it/s]
17%|██████▉ | 145/835 [01:52<03:12, 3.58it/s]
17%|██████▉ | 146/835 [01:53<05:44, 2.00it/s]
18%|███████ | 147/835 [01:54<07:15, 1.58it/s]
18%|███████ | 148/835 [01:54<05:57, 1.92it/s]
18%|███████▏ | 149/835 [01:55<07:38, 1.50it/s]
18%|███████▏ | 150/835 [01:56<07:05, 1.61it/s]
18%|███████▏ | 151/835 [01:58<12:26, 1.09s/it]
18%|███████▎ | 152/835 [01:58<09:51, 1.15it/s]
18%|███████▎ | 153/835 [01:59<09:08, 1.24it/s]
18%|███████▍ | 154/835 [02:00<07:57, 1.43it/s]
19%|███████▍ | 155/835 [02:00<07:38, 1.48it/s]
19%|███████▍ | 156/835 [02:01<07:00, 1.61it/s]
19%|███████▌ | 157/835 [02:01<05:47, 1.95it/s]
19%|███████▌ | 158/835 [02:01<05:19, 2.12it/s]
19%|███████▌ | 159/835 [02:02<04:58, 2.26it/s]
19%|███████▋ | 160/835 [02:02<05:14, 2.14it/s]
19%|███████▋ | 161/835 [02:02<04:18, 2.61it/s]
19%|███████▊ | 162/835 [02:04<07:57, 1.41it/s]
20%|███████▊ | 163/835 [02:05<08:06, 1.38it/s]
20%|███████▊ | 164/835 [02:05<06:23, 1.75it/s]
20%|███████▉ | 165/835 [02:06<07:32, 1.48it/s]
20%|███████▉ | 166/835 [02:07<10:20, 1.08it/s]
20%|████████ | 167/835 [02:08<08:24, 1.32it/s]
20%|████████ | 168/835 [02:08<06:57, 1.60it/s]
20%|████████ | 169/835 [02:08<05:38, 1.97it/s]
20%|████████▏ | 170/835 [02:09<05:37, 1.97it/s]
20%|████████▏ | 171/835 [02:09<05:52, 1.88it/s]
21%|████████▏ | 172/835 [02:10<05:20, 2.07it/s]
21%|████████▎ | 173/835 [02:10<05:24, 2.04it/s]
21%|████████▎ | 174/835 [02:10<04:06, 2.68it/s]
21%|████████▍ | 175/835 [02:11<03:47, 2.90it/s]
21%|████████▍ | 177/835 [02:11<02:50, 3.86it/s]
21%|████████▌ | 178/835 [02:11<03:21, 3.26it/s]
21%|████████▌ | 179/835 [02:12<03:43, 2.93it/s]
22%|████████▌ | 180/835 [02:12<04:48, 2.27it/s]
22%|████████▋ | 181/835 [02:13<07:33, 1.44it/s]
22%|████████▋ | 182/835 [02:18<20:00, 1.84s/it]
22%|████████▊ | 183/835 [02:18<14:39, 1.35s/it]
22%|████████▊ | 185/835 [02:19<11:00, 1.02s/it]
22%|████████▉ | 187/835 [02:19<08:20, 1.30it/s]
23%|█████████ | 188/835 [02:19<06:20, 1.70it/s]
23%|█████████ | 189/835 [02:20<05:48, 1.85it/s]
23%|█████████▏ | 191/835 [02:20<04:25, 2.43it/s]
23%|█████████▏ | 192/835 [02:20<03:48, 2.82it/s]
23%|█████████▏ | 193/835 [02:20<03:28, 3.07it/s]
23%|█████████▎ | 194/835 [02:21<03:37, 2.94it/s]
23%|█████████▎ | 195/835 [02:21<02:58, 3.59it/s]
24%|█████████▍ | 197/835 [02:21<02:58, 3.57it/s]
24%|█████████▍ | 198/835 [02:22<02:40, 3.98it/s]
24%|█████████▌ | 199/835 [02:22<02:31, 4.21it/s]
24%|█████████▌ | 200/835 [02:22<02:23, 4.43it/s]
24%|█████████▋ | 201/835 [02:22<02:41, 3.92it/s]
24%|█████████▋ | 203/835 [02:23<02:14, 4.72it/s]
24%|█████████▊ | 204/835 [02:23<03:13, 3.27it/s]
25%|█████████▊ | 205/835 [02:23<02:46, 3.79it/s]
25%|█████████▉ | 207/835 [02:23<02:10, 4.80it/s]
25%|█████████▉ | 208/835 [02:24<02:37, 3.99it/s]
25%|██████████ | 209/835 [02:24<03:10, 3.29it/s]
25%|██████████ | 211/835 [02:25<02:38, 3.94it/s]
25%|██████████▏ | 212/835 [02:25<02:30, 4.14it/s]
26%|██████████▎ | 214/835 [02:25<01:58, 5.24it/s]
26%|██████████▎ | 215/835 [02:26<03:45, 2.75it/s]
26%|██████████▎ | 216/835 [02:26<03:59, 2.59it/s]
26%|██████████▍ | 217/835 [02:27<04:57, 2.08it/s]
26%|██████████▍ | 218/835 [02:27<04:27, 2.31it/s]
26%|██████████▍ | 219/835 [02:28<05:25, 1.90it/s]
26%|██████████▌ | 220/835 [02:28<05:00, 2.05it/s]
26%|██████████▌ | 221/835 [02:28<03:57, 2.59it/s]
27%|██████████▋ | 223/835 [02:28<02:55, 3.49it/s]
27%|██████████▊ | 225/835 [02:29<02:34, 3.94it/s]
27%|██████████▊ | 227/835 [02:29<02:12, 4.58it/s]
27%|██████████▉ | 228/835 [02:29<02:00, 5.03it/s]
27%|██████████▉ | 229/835 [02:29<01:50, 5.49it/s]
28%|███████████ | 230/835 [02:30<01:45, 5.73it/s]
28%|███████████ | 231/835 [02:30<01:52, 5.39it/s]
28%|███████████▏ | 233/835 [02:30<01:50, 5.46it/s]
28%|███████████▎ | 235/835 [02:30<01:28, 6.79it/s]
28%|███████████▎ | 236/835 [02:30<01:24, 7.10it/s]
28%|███████████▎ | 237/835 [02:31<01:37, 6.16it/s]
29%|███████████▍ | 238/835 [02:31<01:52, 5.32it/s]
29%|███████████▌ | 241/835 [02:31<01:25, 6.91it/s]
29%|███████████▋ | 243/835 [02:31<01:27, 6.76it/s]
29%|███████████▋ | 244/835 [02:32<03:20, 2.95it/s]
29%|███████████▋ | 245/835 [02:32<02:47, 3.52it/s]
29%|███████████▊ | 246/835 [02:32<02:34, 3.81it/s]
30%|███████████▊ | 247/835 [02:33<02:09, 4.54it/s]
30%|███████████▉ | 249/835 [02:33<01:46, 5.50it/s]
30%|████████████ | 251/835 [02:33<01:37, 6.01it/s]
30%|████████████ | 252/835 [02:33<01:28, 6.57it/s]
30%|████████████ | 253/835 [02:33<01:34, 6.18it/s]
30%|████████████▏ | 254/835 [02:34<01:39, 5.86it/s]
31%|████████████▏ | 255/835 [02:34<01:32, 6.24it/s]
31%|████████████▎ | 257/835 [02:34<01:13, 7.83it/s]
31%|████████████▍ | 259/835 [02:34<01:07, 8.56it/s]
31%|████████████▌ | 261/835 [02:34<01:12, 7.95it/s]
31%|████████████▌ | 263/835 [02:34<01:08, 8.36it/s]
32%|████████████▋ | 265/835 [02:35<01:10, 8.06it/s]
32%|████████████▋ | 266/835 [02:35<01:09, 8.20it/s]
32%|████████████▊ | 268/835 [02:35<00:58, 9.63it/s]
32%|████████████▉ | 270/835 [02:35<01:03, 8.92it/s]
33%|█████████████ | 272/835 [02:35<01:04, 8.79it/s]
33%|█████████████▏ | 274/835 [02:36<00:57, 9.82it/s]
33%|█████████████▏ | 276/835 [02:36<00:54, 10.25it/s]
33%|█████████████▎ | 278/835 [02:36<00:58, 9.52it/s]
34%|█████████████▍ | 280/835 [02:36<00:49, 11.16it/s]
34%|█████████████▌ | 282/835 [02:36<00:45, 12.17it/s]
34%|█████████████▌ | 284/835 [02:36<00:51, 10.66it/s]
34%|█████████████▋ | 286/835 [02:37<00:52, 10.40it/s]
34%|█████████████▊ | 288/835 [02:37<00:48, 11.38it/s]
35%|█████████████▉ | 290/835 [02:37<00:47, 11.49it/s]
35%|█████████████▉ | 292/835 [02:37<00:55, 9.75it/s]
35%|██████████████ | 294/835 [02:37<00:54, 9.97it/s]
35%|██████████████▏ | 296/835 [02:38<00:47, 11.32it/s]
36%|██████████████▎ | 298/835 [02:38<00:47, 11.37it/s]
36%|██████████████▍ | 302/835 [02:38<00:39, 13.45it/s]
36%|██████████████▌ | 304/835 [02:38<00:53, 10.00it/s]
37%|██████████████▋ | 306/835 [02:38<00:51, 10.26it/s]
37%|██████████████▊ | 308/835 [02:39<00:45, 11.54it/s]
37%|██████████████▊ | 310/835 [02:39<00:48, 10.74it/s]
37%|██████████████▉ | 312/835 [02:39<00:44, 11.88it/s]
38%|███████████████ | 314/835 [02:39<00:57, 9.02it/s]
38%|███████████████▏ | 316/835 [02:39<00:57, 9.02it/s]
38%|███████████████▏ | 318/835 [02:40<01:06, 7.83it/s]
38%|███████████████▎ | 320/835 [02:40<00:57, 8.92it/s]
39%|███████████████▍ | 322/835 [02:40<00:57, 8.95it/s]
39%|███████████████▌ | 324/835 [02:41<01:16, 6.71it/s]
39%|███████████████▌ | 326/835 [02:41<01:08, 7.45it/s]
39%|███████████████▋ | 328/835 [02:41<01:18, 6.50it/s]
39%|███████████████▊ | 329/835 [02:41<01:29, 5.64it/s]
40%|███████████████▊ | 331/835 [02:42<01:11, 7.02it/s]
40%|███████████████▉ | 332/835 [02:42<01:31, 5.52it/s]
40%|███████████████▉ | 333/835 [02:42<01:22, 6.07it/s]
40%|████████████████ | 334/835 [02:42<01:47, 4.68it/s]
40%|████████████████ | 335/835 [02:43<01:48, 4.62it/s]
40%|████████████████ | 336/835 [02:43<01:35, 5.23it/s]
40%|████████████████▏ | 337/835 [02:43<01:24, 5.92it/s]
40%|████████████████▏ | 338/835 [02:43<01:20, 6.15it/s]
41%|████████████████▎ | 340/835 [02:43<01:07, 7.32it/s]
41%|████████████████▍ | 342/835 [02:43<01:01, 8.06it/s]
41%|████████████████▍ | 343/835 [02:43<01:04, 7.66it/s]
41%|████████████████▌ | 345/835 [02:44<00:59, 8.25it/s]
41%|████████████████▌ | 346/835 [02:44<01:13, 6.66it/s]
42%|████████████████▋ | 348/835 [02:45<01:51, 4.35it/s]
42%|████████████████▋ | 349/835 [02:45<02:04, 3.91it/s]
42%|████████████████▊ | 351/835 [02:45<01:38, 4.91it/s]
42%|████████████████▊ | 352/835 [02:45<01:26, 5.59it/s]
42%|████████████████▉ | 353/835 [02:45<01:18, 6.15it/s]
42%|████████████████▉ | 354/835 [02:46<01:44, 4.59it/s]
43%|█████████████████ | 355/835 [02:46<02:07, 3.76it/s]
43%|█████████████████ | 356/835 [02:46<01:49, 4.36it/s]
43%|█████████████████▏ | 358/835 [02:47<01:35, 5.01it/s]
43%|█████████████████▏ | 359/835 [02:47<01:32, 5.16it/s]
43%|█████████████████▎ | 361/835 [02:47<01:17, 6.11it/s]
43%|█████████████████▎ | 362/835 [02:47<01:15, 6.28it/s]
44%|█████████████████▍ | 364/835 [02:47<00:59, 7.85it/s]
44%|█████████████████▌ | 366/835 [02:47<00:56, 8.27it/s]
44%|█████████████████▋ | 368/835 [02:48<00:52, 8.87it/s]
44%|█████████████████▋ | 370/835 [02:48<00:49, 9.38it/s]
45%|█████████████████▊ | 372/835 [02:48<00:56, 8.14it/s]
45%|█████████████████▉ | 374/835 [02:48<00:48, 9.41it/s]
45%|██████████████████ | 376/835 [02:48<00:48, 9.43it/s]
45%|██████████████████ | 378/835 [02:49<00:47, 9.60it/s]
46%|██████████████████▏ | 380/835 [02:49<00:43, 10.41it/s]
46%|██████████████████▎ | 382/835 [02:49<00:46, 9.73it/s]
46%|██████████████████▍ | 385/835 [02:49<00:38, 11.59it/s]
46%|██████████████████▌ | 387/835 [02:49<00:35, 12.57it/s]
47%|██████████████████▋ | 389/835 [02:49<00:36, 12.14it/s]
47%|██████████████████▋ | 391/835 [02:50<00:34, 12.88it/s]
47%|██████████████████▊ | 393/835 [02:50<00:45, 9.70it/s]
47%|██████████████████▉ | 395/835 [02:50<00:40, 10.79it/s]
48%|███████████████████ | 397/835 [02:50<00:39, 10.97it/s]
48%|███████████████████ | 399/835 [02:50<00:36, 11.96it/s]
48%|███████████████████▏ | 401/835 [02:51<00:50, 8.59it/s]
48%|███████████████████▎ | 403/835 [02:51<00:44, 9.78it/s]
49%|███████████████████▍ | 405/835 [02:51<00:42, 10.01it/s]
49%|███████████████████▍ | 407/835 [02:51<00:42, 10.17it/s]
49%|███████████████████▌ | 409/835 [02:51<00:39, 10.67it/s]
49%|███████████████████▋ | 411/835 [02:52<00:38, 11.12it/s]
49%|███████████████████▊ | 413/835 [02:52<00:38, 11.02it/s]
50%|███████████████████▉ | 415/835 [02:52<00:36, 11.59it/s]
50%|███████████████████▉ | 417/835 [02:52<00:37, 11.12it/s]
50%|████████████████████ | 419/835 [02:52<00:33, 12.28it/s]
50%|████████████████████▏ | 421/835 [02:52<00:31, 13.03it/s]
51%|████████████████████▎ | 423/835 [02:53<00:42, 9.59it/s]
51%|████████████████████▎ | 425/835 [02:53<00:47, 8.70it/s]
51%|████████████████████▍ | 427/835 [02:53<00:49, 8.22it/s]
51%|████████████████████▌ | 428/835 [02:53<00:48, 8.45it/s]
51%|████████████████████▌ | 430/835 [02:53<00:41, 9.77it/s]
52%|████████████████████▋ | 433/835 [02:54<00:33, 11.98it/s]
52%|████████████████████▊ | 435/835 [02:54<00:32, 12.41it/s]
52%|████████████████████▉ | 437/835 [02:54<00:37, 10.49it/s]
53%|█████████████████████ | 440/835 [02:54<00:34, 11.44it/s]
53%|█████████████████████▏ | 442/835 [02:54<00:37, 10.43it/s]
53%|█████████████████████▎ | 444/835 [02:55<00:34, 11.38it/s]
53%|█████████████████████▎ | 446/835 [02:55<00:31, 12.52it/s]
54%|█████████████████████▍ | 448/835 [02:55<00:34, 11.12it/s]
54%|█████████████████████▌ | 450/835 [02:55<00:31, 12.08it/s]
54%|█████████████████████▋ | 452/835 [02:55<00:35, 10.85it/s]
54%|█████████████████████▋ | 454/835 [02:55<00:33, 11.41it/s]
55%|█████████████████████▊ | 456/835 [02:56<00:36, 10.44it/s]
55%|█████████████████████▉ | 458/835 [02:56<00:33, 11.11it/s]
55%|██████████████████████ | 460/835 [02:56<00:38, 9.73it/s]
55%|██████████████████████▏ | 462/835 [02:56<00:37, 9.82it/s]
56%|██████████████████████▎ | 465/835 [02:57<00:33, 10.92it/s]
56%|██████████████████████▎ | 467/835 [02:57<00:33, 11.01it/s]
56%|██████████████████████▍ | 469/835 [02:57<00:32, 11.40it/s]
56%|██████████████████████▌ | 471/835 [02:57<00:32, 11.12it/s]
57%|██████████████████████▋ | 473/835 [02:57<00:31, 11.60it/s]
57%|██████████████████████▊ | 475/835 [02:57<00:34, 10.41it/s]
57%|██████████████████████▊ | 477/835 [02:58<00:33, 10.58it/s]
57%|██████████████████████▉ | 480/835 [02:58<00:27, 12.70it/s]
58%|███████████████████████▏ | 483/835 [02:58<00:24, 14.57it/s]
58%|███████████████████████▏ | 485/835 [02:58<00:24, 14.44it/s]
58%|███████████████████████▍ | 488/835 [02:58<00:20, 16.71it/s]
59%|███████████████████████▍ | 490/835 [02:59<00:35, 9.71it/s]
59%|███████████████████████▌ | 492/835 [02:59<00:42, 8.02it/s]
59%|███████████████████████▋ | 494/835 [02:59<00:36, 9.26it/s]
59%|███████████████████████▊ | 496/835 [02:59<00:31, 10.63it/s]
60%|███████████████████████▊ | 498/835 [02:59<00:29, 11.39it/s]
60%|███████████████████████▉ | 500/835 [02:59<00:26, 12.53it/s]
60%|████████████████████████ | 502/835 [03:00<00:30, 10.78it/s]
60%|████████████████████████▏ | 504/835 [03:00<00:29, 11.04it/s]
61%|████████████████████████▏ | 506/835 [03:00<00:33, 9.74it/s]
61%|████████████████████████▎ | 508/835 [03:00<00:34, 9.39it/s]
61%|████████████████████████▍ | 510/835 [03:01<00:34, 9.56it/s]
61%|████████████████████████▌ | 512/835 [03:01<00:31, 10.36it/s]
62%|████████████████████████▌ | 514/835 [03:01<00:27, 11.47it/s]
62%|████████████████████████▋ | 516/835 [03:01<00:25, 12.73it/s]
62%|████████████████████████▊ | 518/835 [03:01<00:32, 9.67it/s]
62%|████████████████████████▉ | 520/835 [03:03<01:28, 3.54it/s]
63%|█████████████████████████ | 522/835 [03:03<01:09, 4.48it/s]
63%|█████████████████████████ | 524/835 [03:03<00:59, 5.26it/s]
63%|█████████████████████████▏ | 525/835 [03:03<00:53, 5.81it/s]
63%|█████████████████████████▏ | 527/835 [03:03<00:43, 7.00it/s]
63%|█████████████████████████▎ | 529/835 [03:04<00:39, 7.84it/s]
64%|█████████████████████████▍ | 531/835 [03:04<00:42, 7.23it/s]
64%|█████████████████████████▍ | 532/835 [03:04<01:17, 3.93it/s]
64%|█████████████████████████▌ | 533/835 [03:05<01:21, 3.70it/s]
64%|█████████████████████████▌ | 534/835 [03:05<01:06, 4.55it/s]
64%|█████████████████████████▋ | 536/835 [03:05<01:11, 4.15it/s]
64%|█████████████████████████▋ | 537/835 [03:05<01:01, 4.84it/s]
65%|█████████████████████████▊ | 539/835 [03:06<00:49, 6.00it/s]
65%|█████████████████████████▊ | 540/835 [03:06<01:03, 4.63it/s]
65%|█████████████████████████▉ | 541/835 [03:06<01:28, 3.32it/s]
65%|█████████████████████████▉ | 542/835 [03:07<01:15, 3.86it/s]
65%|██████████████████████████ | 543/835 [03:07<01:05, 4.47it/s]
65%|██████████████████████████ | 544/835 [03:07<01:00, 4.79it/s]
65%|██████████████████████████▏ | 546/835 [03:08<01:07, 4.28it/s]
66%|██████████████████████████▏ | 547/835 [03:08<01:05, 4.41it/s]
66%|██████████████████████████▎ | 548/835 [03:08<01:05, 4.41it/s]
66%|██████████████████████████▎ | 549/835 [03:09<01:44, 2.73it/s]
66%|██████████████████████████▎ | 550/835 [03:09<01:35, 2.97it/s]
66%|██████████████████████████▍ | 551/835 [03:09<01:16, 3.71it/s]
66%|██████████████████████████▍ | 552/835 [03:09<01:09, 4.04it/s]
66%|██████████████████████████▍ | 553/835 [03:09<01:03, 4.45it/s]
66%|██████████████████████████▌ | 554/835 [03:10<00:56, 5.02it/s]
67%|██████████████████████████▋ | 556/835 [03:10<00:53, 5.23it/s]
67%|██████████████████████████▋ | 558/835 [03:10<00:44, 6.17it/s]
67%|██████████████████████████▊ | 560/835 [03:10<00:37, 7.41it/s]
67%|██████████████████████████▉ | 562/835 [03:10<00:30, 8.88it/s]
68%|███████████████████████████ | 564/835 [03:10<00:27, 9.73it/s]
68%|███████████████████████████ | 566/835 [03:11<00:26, 10.30it/s]
68%|███████████████████████████▏ | 568/835 [03:11<00:24, 10.99it/s]
68%|███████████████████████████▎ | 571/835 [03:11<00:22, 12.00it/s]
69%|███████████████████████████▍ | 574/835 [03:11<00:18, 13.93it/s]
69%|███████████████████████████▋ | 577/835 [03:11<00:16, 15.61it/s]
69%|███████████████████████████▊ | 580/835 [03:11<00:14, 17.31it/s]
70%|███████████████████████████▉ | 582/835 [03:12<00:15, 16.42it/s]
70%|███████████████████████████▉ | 584/835 [03:12<00:15, 15.98it/s]
70%|████████████████████████████▏ | 588/835 [03:12<00:13, 18.65it/s]
71%|████████████████████████████▎ | 591/835 [03:12<00:18, 13.47it/s]
71%|████████████████████████████▍ | 593/835 [03:12<00:16, 14.67it/s]
71%|████████████████████████████▌ | 597/835 [03:12<00:13, 17.44it/s]
72%|████████████████████████████▊ | 601/835 [03:13<00:11, 19.98it/s]
72%|████████████████████████████▉ | 604/835 [03:13<00:10, 21.49it/s]
73%|█████████████████████████████ | 607/835 [03:13<00:11, 19.06it/s]
73%|█████████████████████████████▏ | 610/835 [03:13<00:10, 20.65it/s]
74%|█████████████████████████████▍ | 614/835 [03:13<00:09, 23.49it/s]
74%|█████████████████████████████▌ | 617/835 [03:13<00:09, 23.12it/s]
74%|█████████████████████████████▋ | 620/835 [03:13<00:09, 22.89it/s]
75%|█████████████████████████████▉ | 625/835 [03:14<00:08, 25.78it/s]
75%|██████████████████████████████ | 628/835 [03:14<00:07, 26.14it/s]
76%|██████████████████████████████▏ | 631/835 [03:14<00:07, 25.99it/s]
76%|██████████████████████████████▎ | 634/835 [03:14<00:08, 24.74it/s]
76%|██████████████████████████████▌ | 637/835 [03:14<00:12, 15.80it/s]
77%|██████████████████████████████▋ | 641/835 [03:14<00:10, 18.33it/s]
77%|██████████████████████████████▊ | 644/835 [03:14<00:09, 19.69it/s]
77%|██████████████████████████████▉ | 647/835 [03:15<00:18, 9.92it/s]
78%|███████████████████████████████ | 649/835 [03:15<00:18, 10.22it/s]
78%|███████████████████████████████▏ | 651/835 [03:15<00:15, 11.52it/s]
78%|███████████████████████████████▎ | 653/835 [03:16<00:17, 10.42it/s]
79%|███████████████████████████████▍ | 656/835 [03:16<00:13, 12.79it/s]
79%|███████████████████████████████▌ | 659/835 [03:16<00:12, 14.32it/s]
79%|███████████████████████████████▋ | 661/835 [03:16<00:11, 15.26it/s]
80%|███████████████████████████████▊ | 665/835 [03:16<00:11, 14.80it/s]
80%|████████████████████████████████ | 668/835 [03:16<00:10, 16.50it/s]
80%|████████████████████████████████ | 670/835 [03:17<00:09, 17.33it/s]
81%|████████████████████████████████▎ | 674/835 [03:17<00:07, 20.55it/s]
81%|████████████████████████████████▍ | 677/835 [03:17<00:07, 22.54it/s]
81%|████████████████████████████████▌ | 680/835 [03:17<00:07, 19.94it/s]
82%|████████████████████████████████▋ | 683/835 [03:17<00:09, 15.62it/s]
82%|████████████████████████████████▊ | 685/835 [03:17<00:10, 13.70it/s]
82%|████████████████████████████████▉ | 687/835 [03:18<00:10, 13.56it/s]
83%|█████████████████████████████████ | 689/835 [03:18<00:09, 14.97it/s]
83%|█████████████████████████████████▏ | 692/835 [03:18<00:08, 16.57it/s]
83%|█████████████████████████████████▎ | 695/835 [03:18<00:08, 17.23it/s]
84%|█████████████████████████████████▍ | 699/835 [03:18<00:06, 20.00it/s]
84%|█████████████████████████████████▋ | 702/835 [03:18<00:06, 20.08it/s]
84%|█████████████████████████████████▊ | 705/835 [03:18<00:06, 19.78it/s]
85%|█████████████████████████████████▉ | 708/835 [03:19<00:05, 21.98it/s]
85%|██████████████████████████████████ | 711/835 [03:19<00:05, 23.45it/s]
86%|██████████████████████████████████▏ | 714/835 [03:19<00:06, 19.95it/s]
86%|██████████████████████████████████▎ | 717/835 [03:19<00:06, 19.14it/s]
86%|██████████████████████████████████▌ | 721/835 [03:19<00:05, 22.38it/s]
87%|██████████████████████████████████▋ | 725/835 [03:19<00:04, 23.47it/s]
87%|██████████████████████████████████▉ | 729/835 [03:19<00:03, 26.70it/s]
88%|███████████████████████████████████ | 733/835 [03:19<00:03, 28.27it/s]
88%|███████████████████████████████████▎ | 737/835 [03:20<00:03, 29.10it/s]
89%|███████████████████████████████████▍ | 741/835 [03:20<00:03, 28.09it/s]
89%|███████████████████████████████████▋ | 744/835 [03:20<00:03, 25.24it/s]
90%|███████████████████████████████████▊ | 748/835 [03:20<00:03, 25.72it/s]
90%|███████████████████████████████████▉ | 751/835 [03:20<00:03, 23.86it/s]
90%|████████████████████████████████████ | 754/835 [03:20<00:04, 18.91it/s]
91%|████████████████████████████████████▎ | 757/835 [03:21<00:04, 19.29it/s]
91%|████████████████████████████████████▍ | 761/835 [03:21<00:03, 22.77it/s]
91%|████████████████████████████████████▌ | 764/835 [03:21<00:03, 19.81it/s]
92%|████████████████████████████████████▊ | 769/835 [03:21<00:03, 21.95it/s]
92%|████████████████████████████████████▉ | 772/835 [03:21<00:02, 22.00it/s]
93%|█████████████████████████████████████▏ | 775/835 [03:21<00:02, 22.72it/s]
93%|█████████████████████████████████████▎ | 778/835 [03:21<00:02, 23.14it/s]
94%|█████████████████████████████████████▍ | 781/835 [03:22<00:02, 23.95it/s]
94%|█████████████████████████████████████▌ | 784/835 [03:22<00:02, 24.74it/s]
94%|█████████████████████████████████████▋ | 787/835 [03:22<00:01, 25.51it/s]
95%|█████████████████████████████████████▉ | 791/835 [03:22<00:01, 24.83it/s]
95%|██████████████████████████████████████ | 794/835 [03:22<00:01, 21.67it/s]
96%|██████████████████████████████████████▎ | 799/835 [03:22<00:01, 22.35it/s]
96%|██████████████████████████████████████▍ | 802/835 [03:22<00:01, 21.78it/s]
97%|██████████████████████████████████████▌ | 806/835 [03:23<00:01, 24.48it/s]
97%|██████████████████████████████████████▊ | 811/835 [03:23<00:00, 27.80it/s]
98%|███████████████████████████████████████ | 815/835 [03:23<00:00, 28.04it/s]
98%|███████████████████████████████████████▏| 818/835 [03:23<00:00, 25.98it/s]
98%|███████████████████████████████████████▎| 821/835 [03:23<00:00, 20.65it/s]
99%|███████████████████████████████████████▌| 825/835 [03:23<00:00, 22.24it/s]
99%|███████████████████████████████████████▋| 829/835 [03:24<00:00, 23.54it/s]
100%|███████████████████████████████████████▊| 832/835 [03:24<00:00, 23.51it/s]
100%|████████████████████████████████████████| 835/835 [03:24<00:00, 22.64it/s]
0%| | 0/836 [00:00<?, ?it/s]
0%| | 1/836 [00:00<01:29, 9.33it/s]
0%|▏ | 3/836 [00:00<01:23, 10.02it/s]
0%|▏ | 4/836 [00:00<01:24, 9.89it/s]
1%|▎ | 6/836 [00:00<01:17, 10.76it/s]
1%|▎ | 7/836 [00:00<01:22, 10.04it/s]
1%|▍ | 10/836 [00:00<01:12, 11.37it/s]
1%|▌ | 12/836 [00:01<01:17, 10.66it/s]
2%|▋ | 14/836 [00:01<01:18, 10.52it/s]
2%|▊ | 16/836 [00:01<01:17, 10.64it/s]
2%|▉ | 18/836 [00:01<01:14, 11.00it/s]
2%|▉ | 20/836 [00:01<01:14, 10.94it/s]
3%|█ | 22/836 [00:01<01:04, 12.59it/s]
3%|█▏ | 24/836 [00:02<01:09, 11.75it/s]
3%|█▎ | 26/836 [00:02<01:04, 12.51it/s]
3%|█▎ | 28/836 [00:02<00:57, 14.09it/s]
4%|█▍ | 30/836 [00:02<01:00, 13.25it/s]
4%|█▌ | 32/836 [00:02<01:23, 9.66it/s]
4%|█▋ | 34/836 [00:03<01:22, 9.76it/s]
4%|█▊ | 36/836 [00:03<01:26, 9.30it/s]
5%|█▊ | 38/836 [00:03<01:22, 9.69it/s]
5%|█▉ | 40/836 [00:03<01:19, 10.00it/s]
5%|██ | 42/836 [00:03<01:17, 10.18it/s]
5%|██▏ | 44/836 [00:03<01:11, 11.09it/s]
6%|██▎ | 46/836 [00:04<01:04, 12.20it/s]
6%|██▎ | 48/836 [00:04<01:12, 10.80it/s]
6%|██▍ | 50/836 [00:04<01:05, 11.99it/s]
6%|██▌ | 52/836 [00:04<01:09, 11.29it/s]
6%|██▋ | 54/836 [00:04<01:12, 10.76it/s]
7%|██▋ | 56/836 [00:05<01:23, 9.36it/s]
7%|██▊ | 58/836 [00:05<01:32, 8.43it/s]
7%|██▉ | 60/836 [00:05<01:18, 9.93it/s]
7%|███ | 62/836 [00:05<01:15, 10.26it/s]
8%|███▏ | 64/836 [00:05<01:17, 9.99it/s]
8%|███▏ | 66/836 [00:06<01:24, 9.16it/s]
8%|███▍ | 69/836 [00:06<01:08, 11.26it/s]
9%|███▌ | 72/836 [00:06<01:03, 12.01it/s]
9%|███▋ | 74/836 [00:06<00:56, 13.59it/s]
9%|███▋ | 76/836 [00:06<00:51, 14.87it/s]
9%|███▊ | 78/836 [00:06<00:49, 15.22it/s]
10%|███▉ | 81/836 [00:07<00:46, 16.40it/s]
10%|████ | 84/836 [00:07<00:47, 15.73it/s]
10%|████▏ | 86/836 [00:07<00:51, 14.60it/s]
11%|████▎ | 88/836 [00:07<00:57, 13.08it/s]
11%|████▍ | 90/836 [00:07<00:57, 13.08it/s]
11%|████▌ | 92/836 [00:07<00:58, 12.63it/s]
11%|████▌ | 94/836 [00:08<01:01, 12.11it/s]
11%|████▋ | 96/836 [00:08<01:01, 12.03it/s]
12%|████▊ | 98/836 [00:08<01:06, 11.04it/s]
12%|████▊ | 100/836 [00:08<00:59, 12.46it/s]
12%|████▉ | 102/836 [00:08<00:52, 13.91it/s]
12%|████▉ | 104/836 [00:08<00:56, 12.90it/s]
13%|█████ | 106/836 [00:09<00:56, 13.00it/s]
13%|█████▏ | 108/836 [00:09<00:50, 14.32it/s]
13%|█████▎ | 111/836 [00:09<00:44, 16.45it/s]
14%|█████▍ | 113/836 [00:09<00:43, 16.44it/s]
14%|█████▌ | 115/836 [00:09<00:50, 14.42it/s]
14%|█████▋ | 118/836 [00:09<00:45, 15.94it/s]
14%|█████▊ | 121/836 [00:09<00:41, 17.17it/s]
15%|█████▉ | 123/836 [00:10<00:51, 13.95it/s]
15%|█████▉ | 125/836 [00:10<01:01, 11.61it/s]
15%|██████ | 127/836 [00:10<00:58, 12.10it/s]
15%|██████▏ | 129/836 [00:10<01:08, 10.39it/s]
16%|██████▎ | 131/836 [00:10<01:06, 10.68it/s]
16%|██████▍ | 134/836 [00:10<00:56, 12.43it/s]
16%|██████▌ | 136/836 [00:11<00:58, 11.89it/s]
17%|██████▌ | 138/836 [00:11<00:56, 12.38it/s]
17%|██████▋ | 140/836 [00:11<01:03, 11.00it/s]
17%|██████▊ | 142/836 [00:11<00:57, 12.05it/s]
17%|██████▉ | 145/836 [00:11<00:52, 13.23it/s]
18%|███████ | 147/836 [00:11<00:51, 13.34it/s]
18%|███████▏ | 149/836 [00:12<00:47, 14.53it/s]
18%|███████▏ | 151/836 [00:12<00:57, 11.93it/s]
18%|███████▎ | 153/836 [00:12<00:55, 12.25it/s]
19%|███████▍ | 155/836 [00:12<00:51, 13.23it/s]
19%|███████▌ | 158/836 [00:12<00:47, 14.42it/s]
19%|███████▋ | 160/836 [00:12<00:44, 15.11it/s]
19%|███████▊ | 163/836 [00:13<00:41, 16.37it/s]
20%|███████▉ | 166/836 [00:13<00:35, 18.82it/s]
20%|████████ | 169/836 [00:13<00:41, 16.22it/s]
20%|████████▏ | 171/836 [00:13<00:46, 14.16it/s]
21%|████████▎ | 173/836 [00:13<00:54, 12.22it/s]
21%|████████▎ | 175/836 [00:14<00:59, 11.11it/s]
21%|████████▍ | 177/836 [00:14<00:59, 11.02it/s]
21%|████████▌ | 179/836 [00:14<01:11, 9.16it/s]
22%|████████▋ | 181/836 [00:14<01:13, 8.92it/s]
22%|████████▊ | 183/836 [00:14<01:01, 10.56it/s]
22%|████████▊ | 185/836 [00:15<00:57, 11.24it/s]
22%|████████▉ | 187/836 [00:15<00:52, 12.48it/s]
23%|█████████ | 189/836 [00:15<00:47, 13.62it/s]
23%|█████████▏ | 192/836 [00:15<00:44, 14.44it/s]
23%|█████████▎ | 195/836 [00:15<00:41, 15.34it/s]
24%|█████████▍ | 197/836 [00:15<00:48, 13.21it/s]
24%|█████████▌ | 199/836 [00:15<00:49, 12.78it/s]
24%|█████████▌ | 201/836 [00:16<00:44, 14.23it/s]
24%|█████████▊ | 204/836 [00:16<00:42, 14.92it/s]
25%|█████████▊ | 206/836 [00:16<00:39, 16.00it/s]
25%|█████████▉ | 208/836 [00:16<00:38, 16.45it/s]
25%|██████████ | 210/836 [00:16<00:40, 15.33it/s]
25%|██████████▏ | 213/836 [00:16<00:38, 16.22it/s]
26%|██████████▎ | 216/836 [00:16<00:33, 18.54it/s]
26%|██████████▍ | 219/836 [00:17<00:35, 17.49it/s]
27%|██████████▌ | 222/836 [00:17<00:31, 19.76it/s]
27%|██████████▊ | 225/836 [00:17<00:34, 17.73it/s]
27%|██████████▉ | 228/836 [00:17<00:36, 16.78it/s]
28%|███████████ | 230/836 [00:17<00:43, 13.89it/s]
28%|███████████▏ | 234/836 [00:17<00:39, 15.28it/s]
28%|███████████▎ | 237/836 [00:18<00:36, 16.49it/s]
29%|███████████▍ | 240/836 [00:18<00:34, 17.34it/s]
29%|███████████▌ | 242/836 [00:18<00:35, 16.53it/s]
29%|███████████▋ | 245/836 [00:18<00:34, 16.97it/s]
30%|███████████▊ | 247/836 [00:18<00:33, 17.68it/s]
30%|███████████▉ | 250/836 [00:18<00:30, 19.50it/s]
30%|████████████ | 253/836 [00:19<00:35, 16.59it/s]
31%|████████████▏ | 255/836 [00:19<00:39, 14.63it/s]
31%|████████████▎ | 257/836 [00:19<00:40, 14.32it/s]
31%|████████████▍ | 259/836 [00:19<00:36, 15.60it/s]
31%|████████████▌ | 262/836 [00:19<00:34, 16.77it/s]
32%|████████████▋ | 264/836 [00:19<00:41, 13.88it/s]
32%|████████████▋ | 266/836 [00:20<00:44, 12.90it/s]
32%|████████████▊ | 268/836 [00:20<00:42, 13.40it/s]
32%|████████████▉ | 270/836 [00:20<00:42, 13.40it/s]
33%|█████████████ | 272/836 [00:20<00:40, 13.84it/s]
33%|█████████████ | 274/836 [00:20<00:42, 13.24it/s]
33%|█████████████▏ | 276/836 [00:21<01:11, 7.82it/s]
33%|█████████████▎ | 278/836 [00:21<02:00, 4.63it/s]
33%|█████████████▎ | 279/836 [00:22<01:47, 5.16it/s]
34%|█████████████▍ | 281/836 [00:22<01:24, 6.60it/s]
34%|█████████████▌ | 283/836 [00:22<01:22, 6.73it/s]
34%|█████████████▌ | 284/836 [00:22<01:39, 5.57it/s]
34%|█████████████▋ | 286/836 [00:22<01:22, 6.70it/s]
34%|█████████████▋ | 287/836 [00:23<01:42, 5.34it/s]
34%|█████████████▊ | 288/836 [00:23<01:43, 5.31it/s]
35%|█████████████▊ | 289/836 [00:23<02:36, 3.50it/s]
35%|█████████████▉ | 290/836 [00:23<02:06, 4.32it/s]
35%|█████████████▉ | 292/836 [00:24<01:43, 5.28it/s]
35%|██████████████ | 293/836 [00:24<02:06, 4.28it/s]
35%|██████████████ | 295/836 [00:24<01:40, 5.37it/s]
35%|██████████████▏ | 296/836 [00:24<01:34, 5.73it/s]
36%|██████████████▏ | 297/836 [00:24<01:27, 6.19it/s]
36%|██████████████▎ | 298/836 [00:25<01:37, 5.49it/s]
36%|██████████████▍ | 301/836 [00:25<01:13, 7.24it/s]
36%|██████████████▍ | 303/836 [00:25<01:11, 7.48it/s]
36%|██████████████▌ | 305/836 [00:25<00:59, 8.97it/s]
37%|██████████████▋ | 307/836 [00:25<00:55, 9.46it/s]
37%|██████████████▊ | 309/836 [00:26<01:10, 7.47it/s]
37%|██████████████▉ | 311/836 [00:26<01:16, 6.83it/s]
37%|██████████████▉ | 313/836 [00:26<01:09, 7.47it/s]
38%|███████████████ | 315/836 [00:26<00:59, 8.77it/s]
38%|███████████████▏ | 317/836 [00:27<00:53, 9.77it/s]
38%|███████████████▎ | 319/836 [00:27<00:47, 10.91it/s]
38%|███████████████▎ | 321/836 [00:27<00:50, 10.15it/s]
39%|███████████████▍ | 323/836 [00:27<00:44, 11.42it/s]
39%|███████████████▌ | 325/836 [00:27<00:39, 13.08it/s]
39%|███████████████▋ | 327/836 [00:27<00:43, 11.74it/s]
39%|███████████████▊ | 330/836 [00:27<00:37, 13.61it/s]
40%|███████████████▉ | 333/836 [00:28<00:31, 15.89it/s]
40%|████████████████ | 336/836 [00:28<00:28, 17.46it/s]
41%|████████████████▏ | 339/836 [00:28<00:38, 13.02it/s]
41%|████████████████▎ | 341/836 [00:28<00:35, 14.03it/s]
41%|████████████████▍ | 343/836 [00:28<00:42, 11.54it/s]
41%|████████████████▌ | 345/836 [00:29<00:41, 11.94it/s]
42%|████████████████▋ | 348/836 [00:29<00:39, 12.24it/s]
42%|████████████████▋ | 350/836 [00:29<00:43, 11.27it/s]
42%|████████████████▊ | 352/836 [00:29<00:55, 8.72it/s]
42%|████████████████▉ | 355/836 [00:30<00:44, 10.76it/s]
43%|█████████████████ | 357/836 [00:30<00:38, 12.47it/s]
43%|█████████████████▏ | 359/836 [00:30<00:36, 13.18it/s]
43%|█████████████████▎ | 361/836 [00:30<00:33, 14.26it/s]
44%|█████████████████▍ | 364/836 [00:30<00:32, 14.40it/s]
44%|█████████████████▌ | 367/836 [00:30<00:28, 16.58it/s]
44%|█████████████████▋ | 369/836 [00:30<00:27, 17.17it/s]
44%|█████████████████▊ | 371/836 [00:30<00:26, 17.54it/s]
45%|█████████████████▉ | 374/836 [00:31<00:26, 17.46it/s]
45%|█████████████████▉ | 376/836 [00:31<00:34, 13.15it/s]
45%|██████████████████▏ | 379/836 [00:31<00:29, 15.72it/s]
46%|██████████████████▏ | 381/836 [00:31<00:27, 16.64it/s]
46%|██████████████████▎ | 384/836 [00:31<00:24, 18.60it/s]
46%|██████████████████▌ | 387/836 [00:31<00:24, 18.60it/s]
47%|██████████████████▋ | 391/836 [00:31<00:21, 20.89it/s]
47%|██████████████████▊ | 394/836 [00:32<00:23, 18.86it/s]
47%|██████████████████▉ | 397/836 [00:32<00:22, 19.68it/s]
48%|███████████████████▏ | 400/836 [00:32<00:24, 18.07it/s]
48%|███████████████████▏ | 402/836 [00:32<00:25, 16.93it/s]
48%|███████████████████▎ | 404/836 [00:32<00:28, 15.35it/s]
49%|███████████████████▌ | 408/836 [00:32<00:23, 18.23it/s]
49%|███████████████████▋ | 411/836 [00:33<00:22, 18.79it/s]
50%|███████████████████▊ | 414/836 [00:33<00:23, 17.91it/s]
50%|███████████████████▉ | 416/836 [00:33<00:25, 16.27it/s]
50%|████████████████████ | 418/836 [00:33<00:25, 16.39it/s]
50%|████████████████████▏ | 422/836 [00:33<00:22, 18.62it/s]
51%|████████████████████▍ | 426/836 [00:33<00:19, 20.90it/s]
51%|████████████████████▌ | 429/836 [00:33<00:18, 22.14it/s]
52%|████████████████████▋ | 433/836 [00:34<00:16, 24.89it/s]
52%|████████████████████▊ | 436/836 [00:34<00:16, 24.03it/s]
53%|█████████████████████ | 439/836 [00:34<00:25, 15.55it/s]
53%|█████████████████████▏ | 442/836 [00:34<00:23, 17.02it/s]
53%|█████████████████████▎ | 445/836 [00:34<00:22, 17.09it/s]
53%|█████████████████████▍ | 447/836 [00:34<00:23, 16.86it/s]
54%|█████████████████████▍ | 449/836 [00:35<00:22, 17.12it/s]
54%|█████████████████████▌ | 451/836 [00:35<00:25, 15.09it/s]
54%|█████████████████████▋ | 453/836 [00:35<00:24, 15.77it/s]
54%|█████████████████████▊ | 455/836 [00:35<00:25, 14.91it/s]
55%|█████████████████████▊ | 457/836 [00:35<00:23, 15.90it/s]
55%|██████████████████████ | 461/836 [00:35<00:20, 18.63it/s]
56%|██████████████████████▏ | 464/836 [00:35<00:20, 17.96it/s]
56%|██████████████████████▎ | 467/836 [00:36<00:19, 18.49it/s]
56%|██████████████████████▍ | 469/836 [00:36<00:19, 18.82it/s]
56%|██████████████████████▌ | 471/836 [00:36<00:19, 18.30it/s]
57%|██████████████████████▋ | 474/836 [00:36<00:17, 20.69it/s]
57%|██████████████████████▊ | 477/836 [00:36<00:18, 19.94it/s]
57%|██████████████████████▉ | 480/836 [00:36<00:16, 21.11it/s]
58%|███████████████████████ | 483/836 [00:36<00:18, 19.12it/s]
58%|███████████████████████▎ | 487/836 [00:36<00:15, 22.50it/s]
59%|███████████████████████▍ | 490/836 [00:37<00:15, 21.82it/s]
59%|███████████████████████▌ | 493/836 [00:37<00:15, 22.71it/s]
59%|███████████████████████▋ | 496/836 [00:37<00:15, 21.77it/s]
60%|███████████████████████▉ | 499/836 [00:37<00:18, 18.15it/s]
60%|████████████████████████ | 502/836 [00:37<00:18, 18.09it/s]
60%|████████████████████████▏ | 505/836 [00:37<00:17, 18.49it/s]
61%|████████████████████████▎ | 508/836 [00:38<00:16, 20.03it/s]
61%|████████████████████████▍ | 511/836 [00:38<00:18, 17.99it/s]
61%|████████████████████████▌ | 514/836 [00:38<00:15, 20.38it/s]
62%|████████████████████████▋ | 517/836 [00:38<00:14, 21.64it/s]
62%|████████████████████████▉ | 520/836 [00:38<00:14, 21.16it/s]
63%|█████████████████████████ | 525/836 [00:38<00:13, 23.68it/s]
63%|█████████████████████████▎ | 528/836 [00:38<00:13, 23.49it/s]
64%|█████████████████████████▍ | 531/836 [00:39<00:15, 19.53it/s]
64%|█████████████████████████▌ | 534/836 [00:39<00:14, 21.48it/s]
64%|█████████████████████████▋ | 537/836 [00:39<00:15, 19.87it/s]
65%|█████████████████████████▊ | 540/836 [00:39<00:14, 20.38it/s]
65%|█████████████████████████▉ | 543/836 [00:39<00:13, 21.66it/s]
65%|██████████████████████████▏ | 547/836 [00:39<00:12, 22.44it/s]
66%|██████████████████████████▎ | 550/836 [00:39<00:12, 23.31it/s]
66%|██████████████████████████▍ | 553/836 [00:40<00:11, 23.83it/s]
67%|██████████████████████████▌ | 556/836 [00:40<00:11, 24.52it/s]
67%|██████████████████████████▋ | 559/836 [00:40<00:12, 21.40it/s]
67%|██████████████████████████▉ | 563/836 [00:40<00:10, 24.82it/s]
68%|███████████████████████████ | 566/836 [00:40<00:12, 20.90it/s]
68%|███████████████████████████▏ | 569/836 [00:40<00:12, 21.23it/s]
68%|███████████████████████████▎ | 572/836 [00:40<00:12, 20.90it/s]
69%|███████████████████████████▌ | 575/836 [00:41<00:21, 12.42it/s]
69%|███████████████████████████▌ | 577/836 [00:41<00:19, 13.59it/s]
69%|███████████████████████████▋ | 579/836 [00:41<00:17, 14.40it/s]
69%|███████████████████████████▊ | 581/836 [00:41<00:18, 14.05it/s]
70%|███████████████████████████▉ | 585/836 [00:41<00:14, 16.81it/s]
70%|████████████████████████████▏ | 588/836 [00:42<00:15, 15.75it/s]
71%|████████████████████████████▎ | 591/836 [00:42<00:13, 17.79it/s]
71%|████████████████████████████▍ | 595/836 [00:42<00:11, 21.30it/s]
72%|████████████████████████████▌ | 598/836 [00:42<00:10, 22.47it/s]
72%|████████████████████████████▊ | 601/836 [00:42<00:10, 22.60it/s]
72%|████████████████████████████▉ | 604/836 [00:42<00:11, 21.02it/s]
73%|█████████████████████████████ | 607/836 [00:42<00:09, 22.94it/s]
73%|█████████████████████████████▏ | 610/836 [00:43<00:11, 19.38it/s]
73%|█████████████████████████████▎ | 613/836 [00:43<00:11, 19.47it/s]
74%|█████████████████████████████▍ | 616/836 [00:43<00:10, 20.22it/s]
74%|█████████████████████████████▌ | 619/836 [00:43<00:15, 13.93it/s]
74%|█████████████████████████████▊ | 622/836 [00:43<00:14, 15.07it/s]
75%|█████████████████████████████▉ | 626/836 [00:44<00:12, 17.35it/s]
75%|██████████████████████████████ | 629/836 [00:44<00:10, 19.76it/s]
76%|██████████████████████████████▎ | 633/836 [00:44<00:09, 21.50it/s]
76%|██████████████████████████████▍ | 636/836 [00:44<00:10, 19.09it/s]
76%|██████████████████████████████▌ | 639/836 [00:44<00:09, 19.99it/s]
77%|██████████████████████████████▊ | 643/836 [00:44<00:08, 22.58it/s]
77%|██████████████████████████████▉ | 646/836 [00:44<00:08, 22.83it/s]
78%|███████████████████████████████ | 649/836 [00:45<00:12, 14.78it/s]
78%|███████████████████████████████▏ | 652/836 [00:45<00:11, 15.36it/s]
78%|███████████████████████████████▎ | 654/836 [00:45<00:18, 10.03it/s]
78%|███████████████████████████████▍ | 656/836 [00:45<00:17, 10.43it/s]
79%|███████████████████████████████▍ | 658/836 [00:46<00:17, 10.26it/s]
79%|███████████████████████████████▌ | 660/836 [00:46<00:15, 11.62it/s]
79%|███████████████████████████████▋ | 662/836 [00:46<00:19, 9.07it/s]
80%|███████████████████████████████▊ | 665/836 [00:46<00:15, 11.05it/s]
80%|████████████████████████████████ | 669/836 [00:46<00:12, 13.29it/s]
80%|████████████████████████████████▏ | 672/836 [00:47<00:10, 15.05it/s]
81%|████████████████████████████████▎ | 676/836 [00:47<00:09, 17.73it/s]
81%|████████████████████████████████▍ | 679/836 [00:47<00:08, 18.31it/s]
82%|████████████████████████████████▋ | 682/836 [00:47<00:08, 18.30it/s]
82%|████████████████████████████████▊ | 686/836 [00:47<00:07, 20.21it/s]
82%|████████████████████████████████▉ | 689/836 [00:47<00:07, 19.94it/s]
83%|█████████████████████████████████▏ | 694/836 [00:47<00:06, 22.75it/s]
83%|█████████████████████████████████▍ | 698/836 [00:48<00:05, 23.76it/s]
84%|█████████████████████████████████▌ | 701/836 [00:48<00:07, 19.16it/s]
84%|█████████████████████████████████▋ | 704/836 [00:48<00:09, 14.05it/s]
84%|█████████████████████████████████▊ | 706/836 [00:48<00:09, 14.00it/s]
85%|█████████████████████████████████▉ | 708/836 [00:48<00:08, 14.30it/s]
85%|█████████████████████████████████▉ | 710/836 [00:49<00:08, 14.53it/s]
85%|██████████████████████████████████ | 712/836 [00:49<00:10, 12.31it/s]
86%|██████████████████████████████████▎ | 716/836 [00:49<00:08, 14.74it/s]
86%|██████████████████████████████████▍ | 719/836 [00:49<00:07, 16.02it/s]
87%|██████████████████████████████████▋ | 724/836 [00:49<00:05, 19.67it/s]
87%|██████████████████████████████████▉ | 729/836 [00:49<00:04, 22.77it/s]
88%|███████████████████████████████████ | 733/836 [00:49<00:04, 25.49it/s]
88%|███████████████████████████████████▎ | 737/836 [00:50<00:03, 25.15it/s]
89%|███████████████████████████████████▍ | 740/836 [00:50<00:03, 25.36it/s]
89%|███████████████████████████████████▌ | 743/836 [00:50<00:03, 26.40it/s]
89%|███████████████████████████████████▋ | 747/836 [00:50<00:03, 27.50it/s]
90%|███████████████████████████████████▉ | 750/836 [00:50<00:03, 25.50it/s]
90%|████████████████████████████████████ | 754/836 [00:50<00:03, 27.01it/s]
91%|████████████████████████████████████▎ | 758/836 [00:50<00:02, 27.91it/s]
91%|████████████████████████████████████▍ | 762/836 [00:51<00:02, 25.04it/s]
92%|████████████████████████████████████▌ | 765/836 [00:51<00:04, 14.58it/s]
92%|████████████████████████████████████▋ | 768/836 [00:51<00:04, 14.79it/s]
92%|████████████████████████████████████▉ | 772/836 [00:51<00:03, 16.67it/s]
93%|█████████████████████████████████████ | 775/836 [00:51<00:03, 17.94it/s]
93%|█████████████████████████████████████▏ | 778/836 [00:52<00:03, 16.72it/s]
93%|█████████████████████████████████████▎ | 780/836 [00:52<00:03, 17.32it/s]
94%|█████████████████████████████████████▍ | 783/836 [00:52<00:03, 17.18it/s]
94%|█████████████████████████████████████▌ | 785/836 [00:52<00:02, 17.68it/s]
94%|█████████████████████████████████████▋ | 787/836 [00:52<00:02, 18.30it/s]
94%|█████████████████████████████████████▊ | 790/836 [00:52<00:02, 18.78it/s]
95%|██████████████████████████████████████ | 795/836 [00:52<00:01, 21.73it/s]
95%|██████████████████████████████████████▏ | 798/836 [00:53<00:01, 22.61it/s]
96%|██████████████████████████████████████▎ | 802/836 [00:53<00:01, 23.65it/s]
96%|██████████████████████████████████████▌ | 805/836 [00:53<00:01, 22.50it/s]
97%|██████████████████████████████████████▋ | 808/836 [00:53<00:01, 19.76it/s]
97%|██████████████████████████████████████▉ | 813/836 [00:53<00:01, 22.88it/s]
98%|███████████████████████████████████████ | 816/836 [00:53<00:00, 23.67it/s]
98%|███████████████████████████████████████▏| 819/836 [00:54<00:00, 20.79it/s]
98%|███████████████████████████████████████▍| 823/836 [00:54<00:00, 23.05it/s]
99%|███████████████████████████████████████▌| 827/836 [00:54<00:00, 26.16it/s]
99%|███████████████████████████████████████▋| 830/836 [00:54<00:00, 23.19it/s]
100%|███████████████████████████████████████▊| 833/836 [00:54<00:00, 22.24it/s]
100%|████████████████████████████████████████| 836/836 [00:54<00:00, 15.31it/s]
(IMPLEMENTATION) Model Architecture¶
Create a CNN to classify dog breed. At the end of your code cell block, summarize the layers of your model by executing the line:
model.summary()
We have imported some Python modules to get you started, but feel free to import as many modules as you need. If you end up getting stuck, here's a hint that specifies a model that trains relatively fast on CPU and attains >1% test accuracy in 5 epochs:
Question 4: Outline the steps you took to get to your final CNN architecture and your reasoning at each step. If you chose to use the hinted architecture above, describe why you think that CNN architecture should work well for the image classification task.
Answer:
- I choose the provided architecture above. It seems not working well. Only 1.1962% accuracy.
- The architecture consists of 3 Conv layers and 3 Pooling layers in between:
- The first Conv layer take the input color images which are 3-D tensors and have the size of 224x224x3
- Usually, The 1st Conv layer would be the generic feature classifier and the last layer would be the specific feature classifier layer. Therefore, I choose the number of filters increased by 16, 32, 64
- The MaxPooling layers in between is to reduce the heavy lifting of each Conv layers (reduce the needed-to-optimize parameters) by downsampling the tensors.
- Though we have 133 different dog breeds, the output is a normal Dense layer which have 133 outputs corresponding to 133 breeds.
- I think the architecture would work well on the dataset because we have been reduced the resolution of each image to 224x224 and moreover simple enough for a fast training session.
In [38]:
print(train_tensors.shape, train_targets.shape)
(6680, 224, 224, 3) (6680, 133)
In [74]:
from keras.layers import Conv2D, MaxPooling2D, GlobalAveragePooling2D, Activation
from keras.layers import Dropout, Flatten, Dense
from keras.models import Sequential
model = Sequential()
### TODO: Define your architecture.
model.add(Conv2D(filters=16, kernel_size=2, input_shape=(224, 224, 3)))
model.add(MaxPooling2D(pool_size=2))
model.add(Conv2D(filters=32, kernel_size=2, padding='same'))
model.add(MaxPooling2D(pool_size=2))
model.add(Conv2D(filters=64, kernel_size=2, padding='same'))
model.add(MaxPooling2D(pool_size=2))
model.add(GlobalAveragePooling2D())
model.add(Dense(133))
model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_26 (Conv2D) (None, 223, 223, 16) 208 _________________________________________________________________ max_pooling2d_7 (MaxPooling2 (None, 111, 111, 16) 0 _________________________________________________________________ conv2d_27 (Conv2D) (None, 111, 111, 32) 2080 _________________________________________________________________ max_pooling2d_8 (MaxPooling2 (None, 55, 55, 32) 0 _________________________________________________________________ conv2d_28 (Conv2D) (None, 55, 55, 64) 8256 _________________________________________________________________ max_pooling2d_9 (MaxPooling2 (None, 27, 27, 64) 0 _________________________________________________________________ global_average_pooling2d_6 ( (None, 64) 0 _________________________________________________________________ dense_6 (Dense) (None, 133) 8645 ================================================================= Total params: 19,189.0 Trainable params: 19,189.0 Non-trainable params: 0.0 _________________________________________________________________
Compile the Model¶
In [75]:
model.compile(optimizer='rmsprop', loss='categorical_crossentropy', metrics=['accuracy'])
(IMPLEMENTATION) Train the Model¶
Train your model in the code cell below. Use model checkpointing to save the model that attains the best validation loss.
You are welcome to augment the training data, but this is not a requirement.
In [76]:
from keras.callbacks import ModelCheckpoint
### TODO: specify the number of epochs that you would like to use to train the model.
epochs = 10
### Do NOT modify the code below this line.
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.from_scratch.hdf5',
verbose=1, save_best_only=True)
model.fit(train_tensors, train_targets,
validation_data=(valid_tensors, valid_targets),
epochs=epochs, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/10 4160/6680 [=================>............] - ETA: 419s - loss: 8.0844 - acc: 0.0000e+0 - ETA: 274s - loss: 8.7592 - acc: 0.0000e+0 - ETA: 226s - loss: 9.1010 - acc: 0.0000e+0 - ETA: 199s - loss: 9.5756 - acc: 0.0000e+0 - ETA: 186s - loss: 9.2949 - acc: 0.0000e+0 - ETA: 176s - loss: 9.3910 - acc: 0.0083 - ETA: 169s - loss: 9.3450 - acc: 0.007 - ETA: 164s - loss: 9.4032 - acc: 0.006 - ETA: 159s - loss: 9.6562 - acc: 0.005 - ETA: 156s - loss: 9.6714 - acc: 0.005 - ETA: 154s - loss: 9.6114 - acc: 0.009 - ETA: 151s - loss: 9.9345 - acc: 0.008 - ETA: 149s - loss: 10.2028 - acc: 0.01 - ETA: 147s - loss: 9.9755 - acc: 0.0107 - ETA: 145s - loss: 9.9968 - acc: 0.010 - ETA: 143s - loss: 9.9766 - acc: 0.009 - ETA: 141s - loss: 9.8460 - acc: 0.008 - ETA: 140s - loss: 9.9257 - acc: 0.008 - ETA: 139s - loss: 10.0063 - acc: 0.00 - ETA: 138s - loss: 9.9534 - acc: 0.0075 - ETA: 137s - loss: 9.8893 - acc: 0.007 - ETA: 137s - loss: 9.8784 - acc: 0.006 - ETA: 136s - loss: 9.8423 - acc: 0.006 - ETA: 136s - loss: 9.7734 - acc: 0.006 - ETA: 135s - loss: 9.7765 - acc: 0.008 - ETA: 135s - loss: 9.8683 - acc: 0.007 - ETA: 135s - loss: 9.8826 - acc: 0.007 - ETA: 134s - loss: 9.8230 - acc: 0.007 - ETA: 133s - loss: 9.6877 - acc: 0.006 - ETA: 132s - loss: 9.7025 - acc: 0.008 - ETA: 132s - loss: 9.6905 - acc: 0.008 - ETA: 131s - loss: 9.7193 - acc: 0.007 - ETA: 131s - loss: 9.6738 - acc: 0.009 - ETA: 130s - loss: 9.6989 - acc: 0.010 - ETA: 129s - loss: 9.6842 - acc: 0.010 - ETA: 129s - loss: 9.6842 - acc: 0.009 - ETA: 128s - loss: 9.7173 - acc: 0.009 - ETA: 128s - loss: 9.6944 - acc: 0.010 - ETA: 127s - loss: 9.6878 - acc: 0.010 - ETA: 126s - loss: 9.6453 - acc: 0.012 - ETA: 126s - loss: 9.6192 - acc: 0.012 - ETA: 126s - loss: 9.6084 - acc: 0.011 - ETA: 125s - loss: 9.5354 - acc: 0.011 - ETA: 125s - loss: 9.4871 - acc: 0.011 - ETA: 124s - loss: 9.4533 - acc: 0.011 - ETA: 124s - loss: 9.3996 - acc: 0.010 - ETA: 123s - loss: 9.3707 - acc: 0.010 - ETA: 123s - loss: 9.3552 - acc: 0.010 - ETA: 122s - loss: 9.3616 - acc: 0.011 - ETA: 121s - loss: 9.3844 - acc: 0.011 - ETA: 121s - loss: 9.3315 - acc: 0.010 - ETA: 121s - loss: 9.3260 - acc: 0.010 - ETA: 120s - loss: 9.3173 - acc: 0.010 - ETA: 119s - loss: 9.2344 - acc: 0.010 - ETA: 119s - loss: 9.2263 - acc: 0.010 - ETA: 119s - loss: 9.2398 - acc: 0.009 - ETA: 118s - loss: 9.2890 - acc: 0.009 - ETA: 117s - loss: 9.2880 - acc: 0.009 - ETA: 117s - loss: 9.2821 - acc: 0.009 - ETA: 117s - loss: 9.2612 - acc: 0.009 - ETA: 116s - loss: 9.2497 - acc: 0.009 - ETA: 116s - loss: 9.2285 - acc: 0.008 - ETA: 115s - loss: 9.2162 - acc: 0.008 - ETA: 115s - loss: 9.1896 - acc: 0.008 - ETA: 114s - loss: 9.1760 - acc: 0.008 - ETA: 114s - loss: 9.1629 - acc: 0.008 - ETA: 113s - loss: 9.1977 - acc: 0.008 - ETA: 113s - loss: 9.1736 - acc: 0.008 - ETA: 112s - loss: 9.1856 - acc: 0.008 - ETA: 112s - loss: 9.1771 - acc: 0.007 - ETA: 111s - loss: 9.1550 - acc: 0.007 - ETA: 111s - loss: 9.1734 - acc: 0.007 - ETA: 110s - loss: 9.1527 - acc: 0.008 - ETA: 110s - loss: 9.1379 - acc: 0.008 - ETA: 109s - loss: 9.1343 - acc: 0.008 - ETA: 109s - loss: 9.1520 - acc: 0.008 - ETA: 108s - loss: 9.1378 - acc: 0.008 - ETA: 108s - loss: 9.1156 - acc: 0.008 - ETA: 107s - loss: 9.1174 - acc: 0.008 - ETA: 107s - loss: 9.0762 - acc: 0.008 - ETA: 106s - loss: 9.0967 - acc: 0.008 - ETA: 106s - loss: 9.1093 - acc: 0.008 - ETA: 105s - loss: 9.1447 - acc: 0.008 - ETA: 105s - loss: 9.1203 - acc: 0.008 - ETA: 104s - loss: 9.1329 - acc: 0.008 - ETA: 104s - loss: 9.0905 - acc: 0.008 - ETA: 103s - loss: 9.1110 - acc: 0.008 - ETA: 103s - loss: 9.1053 - acc: 0.008 - ETA: 102s - loss: 9.0992 - acc: 0.007 - ETA: 102s - loss: 9.1377 - acc: 0.007 - ETA: 101s - loss: 9.1345 - acc: 0.007 - ETA: 101s - loss: 9.1141 - acc: 0.007 - ETA: 100s - loss: 9.1161 - acc: 0.007 - ETA: 100s - loss: 9.1532 - acc: 0.007 - ETA: 100s - loss: 9.1310 - acc: 0.007 - ETA: 99s - loss: 9.1238 - acc: 0.007 - ETA: 99s - loss: 9.1153 - acc: 0.00 - ETA: 98s - loss: 9.0963 - acc: 0.00 - ETA: 98s - loss: 9.0858 - acc: 0.00 - ETA: 97s - loss: 9.1078 - acc: 0.00 - ETA: 97s - loss: 9.0894 - acc: 0.00 - ETA: 96s - loss: 9.1109 - acc: 0.00 - ETA: 96s - loss: 9.1242 - acc: 0.00 - ETA: 95s - loss: 9.1140 - acc: 0.00 - ETA: 95s - loss: 9.1193 - acc: 0.00 - ETA: 94s - loss: 9.1169 - acc: 0.00 - ETA: 94s - loss: 9.1145 - acc: 0.00 - ETA: 93s - loss: 9.1197 - acc: 0.00 - ETA: 93s - loss: 9.1025 - acc: 0.00 - ETA: 93s - loss: 9.0857 - acc: 0.00 - ETA: 92s - loss: 9.0837 - acc: 0.00 - ETA: 92s - loss: 9.0674 - acc: 0.00 - ETA: 91s - loss: 9.0513 - acc: 0.00 - ETA: 91s - loss: 9.0426 - acc: 0.00 - ETA: 90s - loss: 9.0481 - acc: 0.00 - ETA: 90s - loss: 9.0118 - acc: 0.00 - ETA: 89s - loss: 9.0174 - acc: 0.00 - ETA: 89s - loss: 9.0025 - acc: 0.00 - ETA: 89s - loss: 8.9945 - acc: 0.00 - ETA: 88s - loss: 8.9935 - acc: 0.00 - ETA: 88s - loss: 9.0124 - acc: 0.00 - ETA: 87s - loss: 8.9980 - acc: 0.00 - ETA: 87s - loss: 8.9903 - acc: 0.00 - ETA: 86s - loss: 9.0088 - acc: 0.00 - ETA: 86s - loss: 9.0141 - acc: 0.00 - ETA: 86s - loss: 9.0065 - acc: 0.00 - ETA: 85s - loss: 9.0181 - acc: 0.00 - ETA: 85s - loss: 9.0232 - acc: 0.00 - ETA: 84s - loss: 9.0095 - acc: 0.00 - ETA: 84s - loss: 8.9836 - acc: 0.00 - ETA: 83s - loss: 9.0134 - acc: 0.00 - ETA: 83s - loss: 9.0184 - acc: 0.00 - ETA: 82s - loss: 9.0112 - acc: 0.00 - ETA: 82s - loss: 9.0161 - acc: 0.00 - ETA: 82s - loss: 9.0031 - acc: 0.00 - ETA: 81s - loss: 9.0139 - acc: 0.00 - ETA: 81s - loss: 9.0305 - acc: 0.00 - ETA: 80s - loss: 9.0293 - acc: 0.00 - ETA: 80s - loss: 9.0397 - acc: 0.00 - ETA: 79s - loss: 9.0212 - acc: 0.00 - ETA: 79s - loss: 9.0086 - acc: 0.00 - ETA: 79s - loss: 9.0076 - acc: 0.00 - ETA: 78s - loss: 9.0122 - acc: 0.00 - ETA: 78s - loss: 9.0224 - acc: 0.00 - ETA: 77s - loss: 9.0046 - acc: 0.00 - ETA: 77s - loss: 9.0092 - acc: 0.00 - ETA: 76s - loss: 9.0302 - acc: 0.00 - ETA: 76s - loss: 9.0236 - acc: 0.00 - ETA: 76s - loss: 9.0171 - acc: 0.00 - ETA: 75s - loss: 9.0215 - acc: 0.00 - ETA: 75s - loss: 9.0098 - acc: 0.00 - ETA: 74s - loss: 8.9982 - acc: 0.00 - ETA: 74s - loss: 8.9973 - acc: 0.00 - ETA: 73s - loss: 8.9913 - acc: 0.00 - ETA: 73s - loss: 8.9913 - acc: 0.00 - ETA: 73s - loss: 8.9864 - acc: 0.00 - ETA: 72s - loss: 8.9880 - acc: 0.00 - ETA: 72s - loss: 8.9933 - acc: 0.00 - ETA: 71s - loss: 8.9797 - acc: 0.00 - ETA: 71s - loss: 9.0031 - acc: 0.00 - ETA: 70s - loss: 9.0064 - acc: 0.00 - ETA: 70s - loss: 9.0010 - acc: 0.00 - ETA: 70s - loss: 8.9862 - acc: 0.00 - ETA: 69s - loss: 8.9797 - acc: 0.00 - ETA: 69s - loss: 8.9941 - acc: 0.00 - ETA: 68s - loss: 8.9871 - acc: 0.00 - ETA: 68s - loss: 8.9959 - acc: 0.00 - ETA: 67s - loss: 8.9969 - acc: 0.00 - ETA: 67s - loss: 9.0027 - acc: 0.00 - ETA: 67s - loss: 8.9956 - acc: 0.00 - ETA: 66s - loss: 8.9871 - acc: 0.00 - ETA: 66s - loss: 8.9841 - acc: 0.00 - ETA: 65s - loss: 8.9936 - acc: 0.00 - ETA: 65s - loss: 8.9950 - acc: 0.00 - ETA: 65s - loss: 9.0071 - acc: 0.00 - ETA: 64s - loss: 9.0092 - acc: 0.00 - ETA: 64s - loss: 9.0002 - acc: 0.00 - ETA: 63s - loss: 8.9932 - acc: 0.00 - ETA: 63s - loss: 8.9866 - acc: 0.00 - ETA: 62s - loss: 8.9831 - acc: 0.00 - ETA: 62s - loss: 8.9833 - acc: 0.00 - ETA: 62s - loss: 8.9887 - acc: 0.00 - ETA: 61s - loss: 8.9932 - acc: 0.00 - ETA: 61s - loss: 8.9891 - acc: 0.00 - ETA: 60s - loss: 8.9725 - acc: 0.00 - ETA: 60s - loss: 8.9895 - acc: 0.00 - ETA: 59s - loss: 9.0057 - acc: 0.00 - ETA: 59s - loss: 9.0034 - acc: 0.00 - ETA: 59s - loss: 9.0087 - acc: 0.00 - ETA: 58s - loss: 9.0166 - acc: 0.00 - ETA: 58s - loss: 9.0164 - acc: 0.00 - ETA: 57s - loss: 9.0261 - acc: 0.00 - ETA: 57s - loss: 9.0260 - acc: 0.00 - ETA: 57s - loss: 9.0264 - acc: 0.00 - ETA: 56s - loss: 9.0228 - acc: 0.00 - ETA: 56s - loss: 9.0113 - acc: 0.00 - ETA: 55s - loss: 9.0229 - acc: 0.00 - ETA: 55s - loss: 9.0282 - acc: 0.00 - ETA: 54s - loss: 9.0153 - acc: 0.00 - ETA: 54s - loss: 8.9992 - acc: 0.00 - ETA: 54s - loss: 8.9975 - acc: 0.00 - ETA: 53s - loss: 8.9768 - acc: 0.00 - ETA: 53s - loss: 8.9766 - acc: 0.00 - ETA: 52s - loss: 8.9826 - acc: 0.00 - ETA: 52s - loss: 8.9938 - acc: 0.00 - ETA: 52s - loss: 8.9814 - acc: 0.00 - ETA: 51s - loss: 8.9731 - acc: 0.00 - ETA: 51s - loss: 8.9687 - acc: 0.006660/6680 [============================>.] - ETA: 50s - loss: 8.9720 - acc: 0.00 - ETA: 50s - loss: 8.9639 - acc: 0.00 - ETA: 50s - loss: 8.9634 - acc: 0.00 - ETA: 49s - loss: 8.9667 - acc: 0.00 - ETA: 49s - loss: 8.9701 - acc: 0.00 - ETA: 48s - loss: 8.9750 - acc: 0.00 - ETA: 48s - loss: 8.9761 - acc: 0.00 - ETA: 47s - loss: 8.9805 - acc: 0.00 - ETA: 47s - loss: 8.9907 - acc: 0.00 - ETA: 47s - loss: 8.9830 - acc: 0.00 - ETA: 46s - loss: 8.9815 - acc: 0.00 - ETA: 46s - loss: 8.9718 - acc: 0.00 - ETA: 45s - loss: 8.9822 - acc: 0.00 - ETA: 45s - loss: 8.9744 - acc: 0.00 - ETA: 45s - loss: 8.9745 - acc: 0.00 - ETA: 44s - loss: 8.9653 - acc: 0.00 - ETA: 44s - loss: 8.9561 - acc: 0.00 - ETA: 43s - loss: 8.9467 - acc: 0.00 - ETA: 43s - loss: 8.9499 - acc: 0.00 - ETA: 43s - loss: 8.9425 - acc: 0.00 - ETA: 42s - loss: 8.9494 - acc: 0.00 - ETA: 42s - loss: 8.9497 - acc: 0.00 - ETA: 41s - loss: 8.9453 - acc: 0.00 - ETA: 41s - loss: 8.9380 - acc: 0.00 - ETA: 40s - loss: 8.9350 - acc: 0.00 - ETA: 40s - loss: 8.9417 - acc: 0.00 - ETA: 40s - loss: 8.9292 - acc: 0.00 - ETA: 39s - loss: 8.9357 - acc: 0.00 - ETA: 39s - loss: 8.9320 - acc: 0.00 - ETA: 38s - loss: 8.9453 - acc: 0.00 - ETA: 38s - loss: 8.9552 - acc: 0.00 - ETA: 38s - loss: 8.9509 - acc: 0.00 - ETA: 37s - loss: 8.9585 - acc: 0.00 - ETA: 37s - loss: 8.9517 - acc: 0.00 - ETA: 36s - loss: 8.9557 - acc: 0.00 - ETA: 36s - loss: 8.9526 - acc: 0.00 - ETA: 36s - loss: 8.9464 - acc: 0.00 - ETA: 35s - loss: 8.9530 - acc: 0.00 - ETA: 35s - loss: 8.9509 - acc: 0.00 - ETA: 34s - loss: 8.9595 - acc: 0.00 - ETA: 34s - loss: 8.9677 - acc: 0.00 - ETA: 34s - loss: 8.9558 - acc: 0.00 - ETA: 33s - loss: 8.9541 - acc: 0.00 - ETA: 33s - loss: 8.9460 - acc: 0.00 - ETA: 32s - loss: 8.9401 - acc: 0.00 - ETA: 32s - loss: 8.9367 - acc: 0.00 - ETA: 31s - loss: 8.9143 - acc: 0.00 - ETA: 31s - loss: 8.9046 - acc: 0.00 - ETA: 31s - loss: 8.8888 - acc: 0.00 - ETA: 30s - loss: 8.8839 - acc: 0.00 - ETA: 30s - loss: 8.8857 - acc: 0.00 - ETA: 29s - loss: 8.8788 - acc: 0.00 - ETA: 29s - loss: 8.8789 - acc: 0.00 - ETA: 29s - loss: 8.8774 - acc: 0.00 - ETA: 28s - loss: 8.8632 - acc: 0.00 - ETA: 28s - loss: 8.8576 - acc: 0.00 - ETA: 27s - loss: 8.8662 - acc: 0.00 - ETA: 27s - loss: 8.8692 - acc: 0.00 - ETA: 27s - loss: 8.8686 - acc: 0.00 - ETA: 26s - loss: 8.8566 - acc: 0.00 - ETA: 26s - loss: 8.8566 - acc: 0.00 - ETA: 25s - loss: 8.8567 - acc: 0.00 - ETA: 25s - loss: 8.8626 - acc: 0.00 - ETA: 25s - loss: 8.8656 - acc: 0.00 - ETA: 24s - loss: 8.8627 - acc: 0.00 - ETA: 24s - loss: 8.8715 - acc: 0.00 - ETA: 23s - loss: 8.8685 - acc: 0.00 - ETA: 23s - loss: 8.8656 - acc: 0.00 - ETA: 23s - loss: 8.8685 - acc: 0.00 - ETA: 22s - loss: 8.8656 - acc: 0.00 - ETA: 22s - loss: 8.8627 - acc: 0.00 - ETA: 21s - loss: 8.8598 - acc: 0.00 - ETA: 21s - loss: 8.8685 - acc: 0.00 - ETA: 21s - loss: 8.8656 - acc: 0.00 - ETA: 20s - loss: 8.8741 - acc: 0.00 - ETA: 20s - loss: 8.8798 - acc: 0.00 - ETA: 19s - loss: 8.8825 - acc: 0.00 - ETA: 19s - loss: 8.8797 - acc: 0.00 - ETA: 18s - loss: 8.8740 - acc: 0.00 - ETA: 18s - loss: 8.8880 - acc: 0.00 - ETA: 18s - loss: 8.8823 - acc: 0.00 - ETA: 17s - loss: 8.8795 - acc: 0.00 - ETA: 17s - loss: 8.8711 - acc: 0.00 - ETA: 16s - loss: 8.8738 - acc: 0.00 - ETA: 16s - loss: 8.8793 - acc: 0.00 - ETA: 16s - loss: 8.8738 - acc: 0.00 - ETA: 15s - loss: 8.8683 - acc: 0.00 - ETA: 15s - loss: 8.8764 - acc: 0.00 - ETA: 14s - loss: 8.8737 - acc: 0.00 - ETA: 14s - loss: 8.8656 - acc: 0.00 - ETA: 14s - loss: 8.8736 - acc: 0.00 - ETA: 13s - loss: 8.8709 - acc: 0.00 - ETA: 13s - loss: 8.8602 - acc: 0.00 - ETA: 12s - loss: 8.8629 - acc: 0.00 - ETA: 12s - loss: 8.8602 - acc: 0.00 - ETA: 12s - loss: 8.8602 - acc: 0.00 - ETA: 11s - loss: 8.8655 - acc: 0.00 - ETA: 11s - loss: 8.8603 - acc: 0.00 - ETA: 10s - loss: 8.8498 - acc: 0.00 - ETA: 10s - loss: 8.8551 - acc: 0.00 - ETA: 10s - loss: 8.8499 - acc: 0.00 - ETA: 9s - loss: 8.8395 - acc: 0.0081 - ETA: 9s - loss: 8.8448 - acc: 0.008 - ETA: 8s - loss: 8.8423 - acc: 0.008 - ETA: 8s - loss: 8.8398 - acc: 0.008 - ETA: 8s - loss: 8.8347 - acc: 0.008 - ETA: 7s - loss: 8.8348 - acc: 0.008 - ETA: 7s - loss: 8.8273 - acc: 0.008 - ETA: 6s - loss: 8.8299 - acc: 0.008 - ETA: 6s - loss: 8.8351 - acc: 0.008 - ETA: 6s - loss: 8.8352 - acc: 0.008 - ETA: 5s - loss: 8.8428 - acc: 0.008 - ETA: 5s - loss: 8.8479 - acc: 0.008 - ETA: 4s - loss: 8.8405 - acc: 0.008 - ETA: 4s - loss: 8.8406 - acc: 0.008 - ETA: 4s - loss: 8.8357 - acc: 0.008 - ETA: 3s - loss: 8.8308 - acc: 0.008 - ETA: 3s - loss: 8.8235 - acc: 0.008 - ETA: 2s - loss: 8.8310 - acc: 0.008 - ETA: 2s - loss: 8.8237 - acc: 0.008 - ETA: 2s - loss: 8.8190 - acc: 0.008 - ETA: 1s - loss: 8.8215 - acc: 0.008 - ETA: 1s - loss: 8.8265 - acc: 0.008 - ETA: 0s - loss: 8.8218 - acc: 0.008 - ETA: 0s - loss: 8.8292 - acc: 0.0081Epoch 00000: val_loss improved from inf to 8.60919, saving model to saved_models/weights.best.from_scratch.hdf5 6680/6680 [==============================] - 142s - loss: 8.8245 - acc: 0.0081 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 2/10 4200/6680 [=================>............] - ETA: 133s - loss: 8.0590 - acc: 0.0000e+0 - ETA: 131s - loss: 6.8502 - acc: 0.0000e+0 - ETA: 135s - loss: 6.7159 - acc: 0.0000e+0 - ETA: 132s - loss: 7.2531 - acc: 0.0250 - ETA: 133s - loss: 6.9308 - acc: 0.030 - ETA: 132s - loss: 7.3875 - acc: 0.025 - ETA: 132s - loss: 7.4834 - acc: 0.021 - ETA: 131s - loss: 7.4546 - acc: 0.025 - ETA: 130s - loss: 7.4322 - acc: 0.033 - ETA: 129s - loss: 7.4949 - acc: 0.030 - ETA: 128s - loss: 7.6927 - acc: 0.031 - ETA: 128s - loss: 7.7233 - acc: 0.029 - ETA: 128s - loss: 7.8731 - acc: 0.026 - ETA: 128s - loss: 7.8864 - acc: 0.025 - ETA: 127s - loss: 8.0590 - acc: 0.023 - ETA: 126s - loss: 8.2605 - acc: 0.021 - ETA: 126s - loss: 8.1539 - acc: 0.020 - ETA: 125s - loss: 8.2381 - acc: 0.019 - ETA: 125s - loss: 8.2711 - acc: 0.018 - ETA: 125s - loss: 8.4620 - acc: 0.017 - ETA: 125s - loss: 8.3277 - acc: 0.016 - ETA: 124s - loss: 8.3887 - acc: 0.015 - ETA: 124s - loss: 8.4094 - acc: 0.015 - ETA: 123s - loss: 8.4284 - acc: 0.014 - ETA: 123s - loss: 8.2525 - acc: 0.014 - ETA: 122s - loss: 8.0900 - acc: 0.015 - ETA: 122s - loss: 8.1187 - acc: 0.014 - ETA: 121s - loss: 8.2030 - acc: 0.014 - ETA: 121s - loss: 8.2536 - acc: 0.013 - ETA: 121s - loss: 8.3545 - acc: 0.013 - ETA: 120s - loss: 8.4230 - acc: 0.012 - ETA: 120s - loss: 8.4620 - acc: 0.012 - ETA: 120s - loss: 8.4254 - acc: 0.012 - ETA: 119s - loss: 8.3672 - acc: 0.011 - ETA: 119s - loss: 8.4044 - acc: 0.011 - ETA: 118s - loss: 8.3948 - acc: 0.012 - ETA: 118s - loss: 8.3858 - acc: 0.012 - ETA: 118s - loss: 8.4408 - acc: 0.011 - ETA: 117s - loss: 8.4517 - acc: 0.011 - ETA: 117s - loss: 8.5224 - acc: 0.011 - ETA: 116s - loss: 8.4915 - acc: 0.011 - ETA: 116s - loss: 8.5004 - acc: 0.010 - ETA: 116s - loss: 8.4714 - acc: 0.010 - ETA: 116s - loss: 8.4254 - acc: 0.010 - ETA: 115s - loss: 8.4351 - acc: 0.010 - ETA: 115s - loss: 8.3569 - acc: 0.009 - ETA: 114s - loss: 8.4020 - acc: 0.009 - ETA: 114s - loss: 8.3781 - acc: 0.009 - ETA: 114s - loss: 8.3880 - acc: 0.009 - ETA: 113s - loss: 8.3331 - acc: 0.009 - ETA: 113s - loss: 8.2803 - acc: 0.008 - ETA: 112s - loss: 8.2450 - acc: 0.009 - ETA: 112s - loss: 8.2871 - acc: 0.009 - ETA: 111s - loss: 8.3426 - acc: 0.009 - ETA: 111s - loss: 8.2788 - acc: 0.009 - ETA: 111s - loss: 8.2749 - acc: 0.008 - ETA: 110s - loss: 8.2711 - acc: 0.008 - ETA: 110s - loss: 8.2536 - acc: 0.008 - ETA: 109s - loss: 8.2230 - acc: 0.008 - ETA: 109s - loss: 8.2740 - acc: 0.008 - ETA: 109s - loss: 8.2572 - acc: 0.008 - ETA: 108s - loss: 8.2540 - acc: 0.008 - ETA: 108s - loss: 8.2893 - acc: 0.008 - ETA: 107s - loss: 8.2731 - acc: 0.008 - ETA: 107s - loss: 8.2574 - acc: 0.008 - ETA: 107s - loss: 8.2666 - acc: 0.008 - ETA: 106s - loss: 8.2274 - acc: 0.009 - ETA: 106s - loss: 8.2250 - acc: 0.008 - ETA: 105s - loss: 8.1758 - acc: 0.008 - ETA: 105s - loss: 8.1972 - acc: 0.008 - ETA: 105s - loss: 8.2066 - acc: 0.009 - ETA: 104s - loss: 8.1710 - acc: 0.009 - ETA: 104s - loss: 8.1915 - acc: 0.009 - ETA: 103s - loss: 8.1897 - acc: 0.009 - ETA: 103s - loss: 8.1450 - acc: 0.010 - ETA: 103s - loss: 8.1757 - acc: 0.009 - ETA: 102s - loss: 8.1742 - acc: 0.009 - ETA: 102s - loss: 8.1934 - acc: 0.009 - ETA: 101s - loss: 8.2121 - acc: 0.010 - ETA: 101s - loss: 8.2102 - acc: 0.010 - ETA: 101s - loss: 8.1784 - acc: 0.009 - ETA: 100s - loss: 8.1573 - acc: 0.009 - ETA: 100s - loss: 8.1756 - acc: 0.009 - ETA: 99s - loss: 8.1742 - acc: 0.009 - ETA: 99s - loss: 8.1918 - acc: 0.01 - ETA: 99s - loss: 8.2184 - acc: 0.00 - ETA: 98s - loss: 8.2351 - acc: 0.00 - ETA: 98s - loss: 8.2330 - acc: 0.00 - ETA: 97s - loss: 8.2492 - acc: 0.00 - ETA: 97s - loss: 8.2471 - acc: 0.00 - ETA: 96s - loss: 8.2539 - acc: 0.00 - ETA: 96s - loss: 8.2605 - acc: 0.00 - ETA: 96s - loss: 8.2757 - acc: 0.00 - ETA: 95s - loss: 8.3077 - acc: 0.00 - ETA: 95s - loss: 8.3390 - acc: 0.00 - ETA: 94s - loss: 8.3361 - acc: 0.00 - ETA: 94s - loss: 8.3748 - acc: 0.00 - ETA: 94s - loss: 8.3798 - acc: 0.00 - ETA: 93s - loss: 8.3847 - acc: 0.00 - ETA: 93s - loss: 8.3895 - acc: 0.00 - ETA: 92s - loss: 8.3623 - acc: 0.00 - ETA: 92s - loss: 8.3672 - acc: 0.00 - ETA: 92s - loss: 8.4033 - acc: 0.01 - ETA: 91s - loss: 8.4155 - acc: 0.01 - ETA: 91s - loss: 8.4428 - acc: 0.01 - ETA: 90s - loss: 8.4468 - acc: 0.00 - ETA: 90s - loss: 8.4582 - acc: 0.01 - ETA: 90s - loss: 8.4620 - acc: 0.01 - ETA: 89s - loss: 8.4287 - acc: 0.01 - ETA: 89s - loss: 8.4180 - acc: 0.01 - ETA: 88s - loss: 8.4148 - acc: 0.00 - ETA: 88s - loss: 8.4116 - acc: 0.00 - ETA: 88s - loss: 8.4156 - acc: 0.00 - ETA: 87s - loss: 8.4196 - acc: 0.00 - ETA: 87s - loss: 8.4235 - acc: 0.00 - ETA: 86s - loss: 8.4064 - acc: 0.00 - ETA: 86s - loss: 8.3966 - acc: 0.00 - ETA: 86s - loss: 8.4074 - acc: 0.00 - ETA: 85s - loss: 8.4044 - acc: 0.00 - ETA: 85s - loss: 8.4083 - acc: 0.00 - ETA: 84s - loss: 8.4254 - acc: 0.00 - ETA: 84s - loss: 8.4025 - acc: 0.00 - ETA: 84s - loss: 8.4129 - acc: 0.00 - ETA: 83s - loss: 8.3905 - acc: 0.00 - ETA: 83s - loss: 8.3814 - acc: 0.01 - ETA: 82s - loss: 8.3789 - acc: 0.00 - ETA: 82s - loss: 8.3700 - acc: 0.00 - ETA: 82s - loss: 8.3802 - acc: 0.00 - ETA: 81s - loss: 8.3902 - acc: 0.01 - ETA: 81s - loss: 8.3814 - acc: 0.01 - ETA: 80s - loss: 8.3913 - acc: 0.01 - ETA: 80s - loss: 8.3948 - acc: 0.01 - ETA: 80s - loss: 8.3620 - acc: 0.01 - ETA: 79s - loss: 8.3658 - acc: 0.01 - ETA: 79s - loss: 8.3456 - acc: 0.01 - ETA: 78s - loss: 8.3435 - acc: 0.01 - ETA: 78s - loss: 8.3473 - acc: 0.01 - ETA: 78s - loss: 8.3452 - acc: 0.01 - ETA: 77s - loss: 8.3315 - acc: 0.01 - ETA: 77s - loss: 8.3354 - acc: 0.01 - ETA: 76s - loss: 8.3334 - acc: 0.00 - ETA: 76s - loss: 8.3258 - acc: 0.00 - ETA: 76s - loss: 8.3296 - acc: 0.01 - ETA: 75s - loss: 8.3221 - acc: 0.01 - ETA: 75s - loss: 8.3314 - acc: 0.01 - ETA: 74s - loss: 8.3130 - acc: 0.00 - ETA: 74s - loss: 8.3058 - acc: 0.01 - ETA: 74s - loss: 8.3150 - acc: 0.01 - ETA: 73s - loss: 8.3295 - acc: 0.01 - ETA: 73s - loss: 8.3438 - acc: 0.01 - ETA: 72s - loss: 8.3633 - acc: 0.01 - ETA: 72s - loss: 8.3401 - acc: 0.01 - ETA: 71s - loss: 8.3593 - acc: 0.01 - ETA: 71s - loss: 8.3521 - acc: 0.01 - ETA: 71s - loss: 8.3502 - acc: 0.01 - ETA: 70s - loss: 8.3483 - acc: 0.01 - ETA: 70s - loss: 8.3516 - acc: 0.01 - ETA: 69s - loss: 8.3651 - acc: 0.01 - ETA: 69s - loss: 8.3429 - acc: 0.01 - ETA: 69s - loss: 8.3361 - acc: 0.01 - ETA: 68s - loss: 8.3594 - acc: 0.01 - ETA: 68s - loss: 8.3675 - acc: 0.01 - ETA: 68s - loss: 8.3557 - acc: 0.01 - ETA: 67s - loss: 8.3735 - acc: 0.01 - ETA: 67s - loss: 8.3765 - acc: 0.01 - ETA: 66s - loss: 8.3892 - acc: 0.01 - ETA: 66s - loss: 8.3872 - acc: 0.01 - ETA: 66s - loss: 8.3709 - acc: 0.01 - ETA: 65s - loss: 8.3642 - acc: 0.01 - ETA: 65s - loss: 8.3624 - acc: 0.01 - ETA: 64s - loss: 8.3654 - acc: 0.01 - ETA: 64s - loss: 8.3777 - acc: 0.01 - ETA: 64s - loss: 8.3851 - acc: 0.01 - ETA: 63s - loss: 8.3833 - acc: 0.01 - ETA: 63s - loss: 8.3860 - acc: 0.01 - ETA: 62s - loss: 8.4116 - acc: 0.01 - ETA: 62s - loss: 8.4005 - acc: 0.01 - ETA: 62s - loss: 8.4213 - acc: 0.01 - ETA: 61s - loss: 8.4237 - acc: 0.01 - ETA: 61s - loss: 8.4351 - acc: 0.01 - ETA: 60s - loss: 8.4331 - acc: 0.01 - ETA: 60s - loss: 8.4399 - acc: 0.01 - ETA: 60s - loss: 8.4510 - acc: 0.01 - ETA: 59s - loss: 8.4489 - acc: 0.01 - ETA: 59s - loss: 8.4598 - acc: 0.01 - ETA: 58s - loss: 8.4707 - acc: 0.01 - ETA: 58s - loss: 8.4900 - acc: 0.01 - ETA: 58s - loss: 8.4834 - acc: 0.01 - ETA: 57s - loss: 8.4812 - acc: 0.01 - ETA: 57s - loss: 8.4874 - acc: 0.01 - ETA: 56s - loss: 8.4641 - acc: 0.01 - ETA: 56s - loss: 8.4662 - acc: 0.01 - ETA: 56s - loss: 8.4724 - acc: 0.01 - ETA: 55s - loss: 8.4869 - acc: 0.01 - ETA: 55s - loss: 8.4930 - acc: 0.01 - ETA: 54s - loss: 8.4949 - acc: 0.01 - ETA: 54s - loss: 8.5009 - acc: 0.01 - ETA: 54s - loss: 8.5027 - acc: 0.01 - ETA: 53s - loss: 8.5005 - acc: 0.01 - ETA: 53s - loss: 8.5063 - acc: 0.01 - ETA: 52s - loss: 8.4961 - acc: 0.01 - ETA: 52s - loss: 8.4899 - acc: 0.01 - ETA: 52s - loss: 8.4957 - acc: 0.01 - ETA: 51s - loss: 8.4857 - acc: 0.01 - ETA: 51s - loss: 8.4915 - acc: 0.01 - ETA: 51s - loss: 8.4894 - acc: 0.01 - ETA: 50s - loss: 8.4990 - acc: 0.01 - ETA: 50s - loss: 8.4969 - acc: 0.01 - ETA: 49s - loss: 8.4986 - acc: 0.01 - ETA: 49s - loss: 8.5157 - acc: 0.01146660/6680 [============================>.] - ETA: 49s - loss: 8.5174 - acc: 0.01 - ETA: 48s - loss: 8.5342 - acc: 0.01 - ETA: 48s - loss: 8.5358 - acc: 0.01 - ETA: 47s - loss: 8.5373 - acc: 0.01 - ETA: 47s - loss: 8.5351 - acc: 0.01 - ETA: 47s - loss: 8.5441 - acc: 0.01 - ETA: 46s - loss: 8.5641 - acc: 0.01 - ETA: 46s - loss: 8.5581 - acc: 0.01 - ETA: 45s - loss: 8.5742 - acc: 0.01 - ETA: 45s - loss: 8.5792 - acc: 0.01 - ETA: 45s - loss: 8.5769 - acc: 0.01 - ETA: 44s - loss: 8.5927 - acc: 0.01 - ETA: 44s - loss: 8.5939 - acc: 0.01 - ETA: 43s - loss: 8.5915 - acc: 0.01 - ETA: 43s - loss: 8.5927 - acc: 0.01 - ETA: 43s - loss: 8.5832 - acc: 0.01 - ETA: 42s - loss: 8.5703 - acc: 0.01 - ETA: 42s - loss: 8.5610 - acc: 0.01 - ETA: 41s - loss: 8.5729 - acc: 0.01 - ETA: 41s - loss: 8.5741 - acc: 0.01 - ETA: 41s - loss: 8.5649 - acc: 0.01 - ETA: 40s - loss: 8.5697 - acc: 0.01 - ETA: 40s - loss: 8.5744 - acc: 0.01 - ETA: 40s - loss: 8.5825 - acc: 0.01 - ETA: 39s - loss: 8.5735 - acc: 0.01 - ETA: 39s - loss: 8.5644 - acc: 0.01 - ETA: 38s - loss: 8.5657 - acc: 0.01 - ETA: 38s - loss: 8.5568 - acc: 0.01 - ETA: 38s - loss: 8.5446 - acc: 0.01 - ETA: 37s - loss: 8.5392 - acc: 0.01 - ETA: 37s - loss: 8.5339 - acc: 0.01 - ETA: 36s - loss: 8.5386 - acc: 0.01 - ETA: 36s - loss: 8.5433 - acc: 0.01 - ETA: 36s - loss: 8.5545 - acc: 0.01 - ETA: 35s - loss: 8.5656 - acc: 0.01 - ETA: 35s - loss: 8.5701 - acc: 0.01 - ETA: 34s - loss: 8.5583 - acc: 0.01 - ETA: 34s - loss: 8.5465 - acc: 0.01 - ETA: 34s - loss: 8.5510 - acc: 0.01 - ETA: 33s - loss: 8.5555 - acc: 0.01 - ETA: 33s - loss: 8.5503 - acc: 0.01 - ETA: 32s - loss: 8.5547 - acc: 0.01 - ETA: 32s - loss: 8.5464 - acc: 0.01 - ETA: 32s - loss: 8.5413 - acc: 0.01 - ETA: 31s - loss: 8.5394 - acc: 0.01 - ETA: 31s - loss: 8.5313 - acc: 0.01 - ETA: 30s - loss: 8.5326 - acc: 0.01 - ETA: 30s - loss: 8.5338 - acc: 0.01 - ETA: 30s - loss: 8.5258 - acc: 0.01 - ETA: 29s - loss: 8.5209 - acc: 0.01 - ETA: 29s - loss: 8.5191 - acc: 0.01 - ETA: 28s - loss: 8.5235 - acc: 0.01 - ETA: 28s - loss: 8.5279 - acc: 0.01 - ETA: 28s - loss: 8.5139 - acc: 0.01 - ETA: 27s - loss: 8.5091 - acc: 0.01 - ETA: 27s - loss: 8.5014 - acc: 0.01 - ETA: 26s - loss: 8.4997 - acc: 0.01 - ETA: 26s - loss: 8.5101 - acc: 0.01 - ETA: 26s - loss: 8.5084 - acc: 0.01 - ETA: 25s - loss: 8.5068 - acc: 0.01 - ETA: 25s - loss: 8.5140 - acc: 0.01 - ETA: 24s - loss: 8.5272 - acc: 0.01 - ETA: 24s - loss: 8.5255 - acc: 0.01 - ETA: 24s - loss: 8.5267 - acc: 0.01 - ETA: 23s - loss: 8.5309 - acc: 0.01 - ETA: 23s - loss: 8.5379 - acc: 0.01 - ETA: 22s - loss: 8.5391 - acc: 0.01 - ETA: 22s - loss: 8.5374 - acc: 0.01 - ETA: 22s - loss: 8.5472 - acc: 0.01 - ETA: 21s - loss: 8.5455 - acc: 0.01 - ETA: 21s - loss: 8.5323 - acc: 0.01 - ETA: 20s - loss: 8.5306 - acc: 0.01 - ETA: 20s - loss: 8.5204 - acc: 0.01 - ETA: 20s - loss: 8.5244 - acc: 0.01 - ETA: 19s - loss: 8.5341 - acc: 0.01 - ETA: 19s - loss: 8.5409 - acc: 0.01 - ETA: 18s - loss: 8.5420 - acc: 0.01 - ETA: 18s - loss: 8.5487 - acc: 0.01 - ETA: 18s - loss: 8.5471 - acc: 0.01 - ETA: 17s - loss: 8.5537 - acc: 0.01 - ETA: 17s - loss: 8.5520 - acc: 0.01 - ETA: 16s - loss: 8.5558 - acc: 0.01 - ETA: 16s - loss: 8.5569 - acc: 0.01 - ETA: 16s - loss: 8.5552 - acc: 0.01 - ETA: 15s - loss: 8.5535 - acc: 0.01 - ETA: 15s - loss: 8.5518 - acc: 0.01 - ETA: 14s - loss: 8.5556 - acc: 0.01 - ETA: 14s - loss: 8.5567 - acc: 0.01 - ETA: 14s - loss: 8.5631 - acc: 0.01 - ETA: 13s - loss: 8.5614 - acc: 0.01 - ETA: 13s - loss: 8.5597 - acc: 0.01 - ETA: 12s - loss: 8.5501 - acc: 0.01 - ETA: 12s - loss: 8.5564 - acc: 0.01 - ETA: 12s - loss: 8.5680 - acc: 0.01 - ETA: 11s - loss: 8.5743 - acc: 0.01 - ETA: 11s - loss: 8.5700 - acc: 0.01 - ETA: 10s - loss: 8.5762 - acc: 0.01 - ETA: 10s - loss: 8.5797 - acc: 0.01 - ETA: 10s - loss: 8.5755 - acc: 0.01 - ETA: 9s - loss: 8.5816 - acc: 0.0110 - ETA: 9s - loss: 8.5903 - acc: 0.010 - ETA: 8s - loss: 8.5886 - acc: 0.010 - ETA: 8s - loss: 8.5920 - acc: 0.010 - ETA: 8s - loss: 8.5929 - acc: 0.010 - ETA: 7s - loss: 8.5861 - acc: 0.010 - ETA: 7s - loss: 8.5819 - acc: 0.010 - ETA: 6s - loss: 8.5828 - acc: 0.010 - ETA: 6s - loss: 8.5836 - acc: 0.010 - ETA: 6s - loss: 8.5795 - acc: 0.011 - ETA: 5s - loss: 8.5829 - acc: 0.011 - ETA: 5s - loss: 8.5813 - acc: 0.011 - ETA: 4s - loss: 8.5846 - acc: 0.011 - ETA: 4s - loss: 8.5855 - acc: 0.011 - ETA: 4s - loss: 8.5839 - acc: 0.011 - ETA: 3s - loss: 8.5922 - acc: 0.011 - ETA: 3s - loss: 8.5881 - acc: 0.011 - ETA: 2s - loss: 8.5914 - acc: 0.011 - ETA: 2s - loss: 8.5898 - acc: 0.011 - ETA: 2s - loss: 8.5931 - acc: 0.010 - ETA: 1s - loss: 8.5939 - acc: 0.010 - ETA: 1s - loss: 8.5947 - acc: 0.010 - ETA: 0s - loss: 8.6004 - acc: 0.010 - ETA: 0s - loss: 8.5915 - acc: 0.0110Epoch 00001: val_loss did not improve 6680/6680 [==============================] - 142s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 3/10 4200/6680 [=================>............] - ETA: 158s - loss: 8.8650 - acc: 0.0000e+0 - ETA: 156s - loss: 8.4620 - acc: 0.0000e+0 - ETA: 152s - loss: 8.8650 - acc: 0.0167 - ETA: 152s - loss: 8.4620 - acc: 0.012 - ETA: 154s - loss: 8.8650 - acc: 0.010 - ETA: 153s - loss: 8.8650 - acc: 0.008 - ETA: 150s - loss: 9.0952 - acc: 0.007 - ETA: 148s - loss: 8.9657 - acc: 0.006 - ETA: 145s - loss: 8.6859 - acc: 0.005 - ETA: 144s - loss: 8.7844 - acc: 0.005 - ETA: 142s - loss: 9.0847 - acc: 0.004 - ETA: 141s - loss: 8.8650 - acc: 0.012 - ETA: 140s - loss: 8.8650 - acc: 0.011 - ETA: 138s - loss: 8.8650 - acc: 0.014 - ETA: 137s - loss: 8.7575 - acc: 0.013 - ETA: 136s - loss: 8.7642 - acc: 0.012 - ETA: 135s - loss: 8.6753 - acc: 0.011 - ETA: 134s - loss: 8.6411 - acc: 0.011 - ETA: 134s - loss: 8.6529 - acc: 0.013 - ETA: 133s - loss: 8.7038 - acc: 0.012 - ETA: 132s - loss: 8.6347 - acc: 0.011 - ETA: 131s - loss: 8.5719 - acc: 0.011 - ETA: 130s - loss: 8.5846 - acc: 0.010 - ETA: 130s - loss: 8.6299 - acc: 0.010 - ETA: 129s - loss: 8.6071 - acc: 0.010 - ETA: 128s - loss: 8.6480 - acc: 0.009 - ETA: 128s - loss: 8.7157 - acc: 0.009 - ETA: 128s - loss: 8.6923 - acc: 0.008 - ETA: 127s - loss: 8.5871 - acc: 0.008 - ETA: 126s - loss: 8.6500 - acc: 0.008 - ETA: 126s - loss: 8.6310 - acc: 0.011 - ETA: 125s - loss: 8.5124 - acc: 0.012 - ETA: 124s - loss: 8.5231 - acc: 0.013 - ETA: 124s - loss: 8.5094 - acc: 0.014 - ETA: 123s - loss: 8.4275 - acc: 0.014 - ETA: 123s - loss: 8.3948 - acc: 0.013 - ETA: 122s - loss: 8.4075 - acc: 0.013 - ETA: 122s - loss: 8.3984 - acc: 0.013 - ETA: 121s - loss: 8.4517 - acc: 0.012 - ETA: 121s - loss: 8.5224 - acc: 0.012 - ETA: 120s - loss: 8.5111 - acc: 0.012 - ETA: 120s - loss: 8.4812 - acc: 0.013 - ETA: 120s - loss: 8.5089 - acc: 0.012 - ETA: 119s - loss: 8.5353 - acc: 0.012 - ETA: 119s - loss: 8.5426 - acc: 0.012 - ETA: 118s - loss: 8.5321 - acc: 0.012 - ETA: 118s - loss: 8.5563 - acc: 0.011 - ETA: 117s - loss: 8.5795 - acc: 0.011 - ETA: 117s - loss: 8.5196 - acc: 0.011 - ETA: 116s - loss: 8.5104 - acc: 0.011 - ETA: 116s - loss: 8.5173 - acc: 0.010 - ETA: 115s - loss: 8.5550 - acc: 0.010 - ETA: 115s - loss: 8.5304 - acc: 0.010 - ETA: 114s - loss: 8.5217 - acc: 0.010 - ETA: 114s - loss: 8.5426 - acc: 0.010 - ETA: 114s - loss: 8.5340 - acc: 0.011 - ETA: 113s - loss: 8.5256 - acc: 0.011 - ETA: 113s - loss: 8.4898 - acc: 0.012 - ETA: 112s - loss: 8.5371 - acc: 0.011 - ETA: 112s - loss: 8.5560 - acc: 0.011 - ETA: 111s - loss: 8.5215 - acc: 0.011 - ETA: 111s - loss: 8.5140 - acc: 0.011 - ETA: 110s - loss: 8.4684 - acc: 0.011 - ETA: 110s - loss: 8.4872 - acc: 0.012 - ETA: 109s - loss: 8.4310 - acc: 0.013 - ETA: 109s - loss: 8.4132 - acc: 0.012 - ETA: 109s - loss: 8.4199 - acc: 0.012 - ETA: 108s - loss: 8.4146 - acc: 0.013 - ETA: 108s - loss: 8.4795 - acc: 0.013 - ETA: 107s - loss: 8.4850 - acc: 0.012 - ETA: 107s - loss: 8.5017 - acc: 0.012 - ETA: 106s - loss: 8.4396 - acc: 0.012 - ETA: 106s - loss: 8.4675 - acc: 0.012 - ETA: 105s - loss: 8.4947 - acc: 0.012 - ETA: 105s - loss: 8.4889 - acc: 0.012 - ETA: 104s - loss: 8.4832 - acc: 0.011 - ETA: 104s - loss: 8.4568 - acc: 0.012 - ETA: 104s - loss: 8.4930 - acc: 0.012 - ETA: 103s - loss: 8.4773 - acc: 0.012 - ETA: 103s - loss: 8.4821 - acc: 0.011 - ETA: 102s - loss: 8.4570 - acc: 0.012 - ETA: 102s - loss: 8.4718 - acc: 0.012 - ETA: 102s - loss: 8.4571 - acc: 0.012 - ETA: 101s - loss: 8.4524 - acc: 0.011 - ETA: 101s - loss: 8.4478 - acc: 0.011 - ETA: 101s - loss: 8.4714 - acc: 0.012 - ETA: 100s - loss: 8.4759 - acc: 0.012 - ETA: 100s - loss: 8.4620 - acc: 0.012 - ETA: 99s - loss: 8.4846 - acc: 0.012 - ETA: 99s - loss: 8.5068 - acc: 0.01 - ETA: 99s - loss: 8.5461 - acc: 0.01 - ETA: 99s - loss: 8.5408 - acc: 0.01 - ETA: 98s - loss: 8.5443 - acc: 0.01 - ETA: 98s - loss: 8.5477 - acc: 0.01 - ETA: 98s - loss: 8.5511 - acc: 0.01 - ETA: 97s - loss: 8.5963 - acc: 0.01 - ETA: 97s - loss: 8.5742 - acc: 0.01 - ETA: 97s - loss: 8.5771 - acc: 0.01 - ETA: 97s - loss: 8.5882 - acc: 0.01 - ETA: 96s - loss: 8.5506 - acc: 0.01 - ETA: 96s - loss: 8.5538 - acc: 0.01 - ETA: 95s - loss: 8.5489 - acc: 0.01 - ETA: 95s - loss: 8.5520 - acc: 0.01 - ETA: 95s - loss: 8.5472 - acc: 0.01 - ETA: 94s - loss: 8.5196 - acc: 0.01 - ETA: 94s - loss: 8.5152 - acc: 0.01 - ETA: 94s - loss: 8.5185 - acc: 0.01 - ETA: 93s - loss: 8.5515 - acc: 0.01 - ETA: 93s - loss: 8.5322 - acc: 0.01 - ETA: 92s - loss: 8.5572 - acc: 0.01 - ETA: 92s - loss: 8.5455 - acc: 0.01 - ETA: 92s - loss: 8.5340 - acc: 0.01 - ETA: 91s - loss: 8.5440 - acc: 0.01 - ETA: 91s - loss: 8.5539 - acc: 0.01 - ETA: 90s - loss: 8.5426 - acc: 0.01 - ETA: 90s - loss: 8.5384 - acc: 0.01 - ETA: 90s - loss: 8.5688 - acc: 0.01 - ETA: 89s - loss: 8.5576 - acc: 0.01 - ETA: 89s - loss: 8.5399 - acc: 0.01 - ETA: 88s - loss: 8.5292 - acc: 0.01 - ETA: 88s - loss: 8.5253 - acc: 0.01 - ETA: 87s - loss: 8.5281 - acc: 0.01 - ETA: 87s - loss: 8.5439 - acc: 0.01 - ETA: 86s - loss: 8.5725 - acc: 0.01 - ETA: 86s - loss: 8.5942 - acc: 0.01 - ETA: 86s - loss: 8.5835 - acc: 0.01 - ETA: 85s - loss: 8.5794 - acc: 0.01 - ETA: 85s - loss: 8.5942 - acc: 0.01 - ETA: 84s - loss: 8.5963 - acc: 0.01 - ETA: 84s - loss: 8.5984 - acc: 0.01 - ETA: 83s - loss: 8.6004 - acc: 0.01 - ETA: 83s - loss: 8.6146 - acc: 0.01 - ETA: 83s - loss: 8.6105 - acc: 0.01 - ETA: 82s - loss: 8.6184 - acc: 0.01 - ETA: 82s - loss: 8.6381 - acc: 0.01 - ETA: 81s - loss: 8.6516 - acc: 0.01 - ETA: 81s - loss: 8.6473 - acc: 0.01 - ETA: 81s - loss: 8.6606 - acc: 0.01 - ETA: 80s - loss: 8.6678 - acc: 0.01 - ETA: 80s - loss: 8.6865 - acc: 0.01 - ETA: 79s - loss: 8.6935 - acc: 0.01 - ETA: 79s - loss: 8.6890 - acc: 0.01 - ETA: 79s - loss: 8.6733 - acc: 0.01 - ETA: 78s - loss: 8.6803 - acc: 0.01 - ETA: 78s - loss: 8.6871 - acc: 0.01 - ETA: 77s - loss: 8.6938 - acc: 0.01 - ETA: 77s - loss: 8.6950 - acc: 0.01 - ETA: 76s - loss: 8.7070 - acc: 0.01 - ETA: 76s - loss: 8.7189 - acc: 0.01 - ETA: 76s - loss: 8.7306 - acc: 0.01 - ETA: 75s - loss: 8.7315 - acc: 0.01 - ETA: 75s - loss: 8.7483 - acc: 0.01 - ETA: 74s - loss: 8.7438 - acc: 0.01 - ETA: 74s - loss: 8.7394 - acc: 0.01 - ETA: 74s - loss: 8.7298 - acc: 0.01 - ETA: 73s - loss: 8.6996 - acc: 0.01 - ETA: 73s - loss: 8.7264 - acc: 0.01 - ETA: 72s - loss: 8.7374 - acc: 0.01 - ETA: 72s - loss: 8.7180 - acc: 0.01 - ETA: 71s - loss: 8.7390 - acc: 0.01 - ETA: 71s - loss: 8.7498 - acc: 0.01 - ETA: 71s - loss: 8.7456 - acc: 0.01 - ETA: 70s - loss: 8.7611 - acc: 0.01 - ETA: 70s - loss: 8.7618 - acc: 0.01 - ETA: 69s - loss: 8.7722 - acc: 0.01 - ETA: 69s - loss: 8.7679 - acc: 0.01 - ETA: 69s - loss: 8.7733 - acc: 0.01 - ETA: 68s - loss: 8.7786 - acc: 0.01 - ETA: 68s - loss: 8.7743 - acc: 0.01 - ETA: 67s - loss: 8.7796 - acc: 0.01 - ETA: 67s - loss: 8.7943 - acc: 0.01 - ETA: 67s - loss: 8.7900 - acc: 0.01 - ETA: 66s - loss: 8.7858 - acc: 0.01 - ETA: 66s - loss: 8.8001 - acc: 0.01 - ETA: 65s - loss: 8.8005 - acc: 0.01 - ETA: 65s - loss: 8.8100 - acc: 0.01 - ETA: 65s - loss: 8.8012 - acc: 0.01 - ETA: 64s - loss: 8.7970 - acc: 0.01 - ETA: 64s - loss: 8.8019 - acc: 0.01 - ETA: 63s - loss: 8.8023 - acc: 0.01 - ETA: 63s - loss: 8.7893 - acc: 0.01 - ETA: 63s - loss: 8.7808 - acc: 0.01 - ETA: 62s - loss: 8.7769 - acc: 0.01 - ETA: 62s - loss: 8.7686 - acc: 0.01 - ETA: 61s - loss: 8.7778 - acc: 0.01 - ETA: 61s - loss: 8.7653 - acc: 0.01 - ETA: 60s - loss: 8.7701 - acc: 0.01 - ETA: 60s - loss: 8.7621 - acc: 0.01 - ETA: 60s - loss: 8.7498 - acc: 0.01 - ETA: 59s - loss: 8.7335 - acc: 0.01 - ETA: 59s - loss: 8.7510 - acc: 0.01 - ETA: 58s - loss: 8.7516 - acc: 0.01 - ETA: 58s - loss: 8.7313 - acc: 0.01 - ETA: 58s - loss: 8.7112 - acc: 0.01 - ETA: 57s - loss: 8.6955 - acc: 0.01 - ETA: 57s - loss: 8.7046 - acc: 0.01 - ETA: 56s - loss: 8.6850 - acc: 0.01 - ETA: 56s - loss: 8.6981 - acc: 0.01 - ETA: 56s - loss: 8.6827 - acc: 0.01 - ETA: 55s - loss: 8.6796 - acc: 0.01 - ETA: 55s - loss: 8.6765 - acc: 0.01 - ETA: 54s - loss: 8.6814 - acc: 0.01 - ETA: 54s - loss: 8.6903 - acc: 0.01 - ETA: 54s - loss: 8.6951 - acc: 0.01 - ETA: 53s - loss: 8.7077 - acc: 0.01 - ETA: 53s - loss: 8.7124 - acc: 0.01 - ETA: 53s - loss: 8.6936 - acc: 0.01 - ETA: 52s - loss: 8.6828 - acc: 0.01 - ETA: 52s - loss: 8.6760 - acc: 0.01 - ETA: 51s - loss: 8.6807 - acc: 0.01216660/6680 [============================>.] - ETA: 51s - loss: 8.6854 - acc: 0.01 - ETA: 51s - loss: 8.6749 - acc: 0.01 - ETA: 50s - loss: 8.6796 - acc: 0.01 - ETA: 50s - loss: 8.6842 - acc: 0.01 - ETA: 49s - loss: 8.6925 - acc: 0.01 - ETA: 49s - loss: 8.6896 - acc: 0.01 - ETA: 48s - loss: 8.6793 - acc: 0.01 - ETA: 48s - loss: 8.6727 - acc: 0.01 - ETA: 48s - loss: 8.6810 - acc: 0.01 - ETA: 47s - loss: 8.6855 - acc: 0.01 - ETA: 47s - loss: 8.6753 - acc: 0.01 - ETA: 46s - loss: 8.6689 - acc: 0.01 - ETA: 46s - loss: 8.6517 - acc: 0.01 - ETA: 46s - loss: 8.6635 - acc: 0.01 - ETA: 45s - loss: 8.6644 - acc: 0.01 - ETA: 45s - loss: 8.6510 - acc: 0.01 - ETA: 44s - loss: 8.6519 - acc: 0.01 - ETA: 44s - loss: 8.6599 - acc: 0.01 - ETA: 43s - loss: 8.6573 - acc: 0.01 - ETA: 43s - loss: 8.6722 - acc: 0.01 - ETA: 43s - loss: 8.6626 - acc: 0.01 - ETA: 42s - loss: 8.6635 - acc: 0.01 - ETA: 42s - loss: 8.6747 - acc: 0.01 - ETA: 41s - loss: 8.6790 - acc: 0.01 - ETA: 41s - loss: 8.6866 - acc: 0.01 - ETA: 40s - loss: 8.6874 - acc: 0.01 - ETA: 40s - loss: 8.7017 - acc: 0.01 - ETA: 40s - loss: 8.7092 - acc: 0.01 - ETA: 39s - loss: 8.7065 - acc: 0.01 - ETA: 39s - loss: 8.7038 - acc: 0.01 - ETA: 38s - loss: 8.6911 - acc: 0.01 - ETA: 38s - loss: 8.6851 - acc: 0.01 - ETA: 38s - loss: 8.6925 - acc: 0.01 - ETA: 37s - loss: 8.6932 - acc: 0.01 - ETA: 37s - loss: 8.7038 - acc: 0.01 - ETA: 36s - loss: 8.7077 - acc: 0.01 - ETA: 36s - loss: 8.7116 - acc: 0.01 - ETA: 35s - loss: 8.7057 - acc: 0.01 - ETA: 35s - loss: 8.7096 - acc: 0.01 - ETA: 35s - loss: 8.7070 - acc: 0.01 - ETA: 34s - loss: 8.7044 - acc: 0.01 - ETA: 34s - loss: 8.7114 - acc: 0.01 - ETA: 33s - loss: 8.7089 - acc: 0.01 - ETA: 33s - loss: 8.7063 - acc: 0.01 - ETA: 33s - loss: 8.7133 - acc: 0.01 - ETA: 32s - loss: 8.7044 - acc: 0.01 - ETA: 32s - loss: 8.7144 - acc: 0.01 - ETA: 31s - loss: 8.7119 - acc: 0.01 - ETA: 31s - loss: 8.7125 - acc: 0.01 - ETA: 30s - loss: 8.7162 - acc: 0.01 - ETA: 30s - loss: 8.7229 - acc: 0.01 - ETA: 30s - loss: 8.7265 - acc: 0.01 - ETA: 29s - loss: 8.7209 - acc: 0.01 - ETA: 29s - loss: 8.7154 - acc: 0.01 - ETA: 28s - loss: 8.7129 - acc: 0.01 - ETA: 28s - loss: 8.7135 - acc: 0.01 - ETA: 27s - loss: 8.7080 - acc: 0.01 - ETA: 27s - loss: 8.7026 - acc: 0.01 - ETA: 27s - loss: 8.7062 - acc: 0.01 - ETA: 26s - loss: 8.6948 - acc: 0.01 - ETA: 26s - loss: 8.6925 - acc: 0.01 - ETA: 25s - loss: 8.6842 - acc: 0.01 - ETA: 25s - loss: 8.6701 - acc: 0.01 - ETA: 24s - loss: 8.6826 - acc: 0.01 - ETA: 24s - loss: 8.6862 - acc: 0.01 - ETA: 24s - loss: 8.6898 - acc: 0.01 - ETA: 23s - loss: 8.6875 - acc: 0.01 - ETA: 23s - loss: 8.6765 - acc: 0.01 - ETA: 22s - loss: 8.6714 - acc: 0.01 - ETA: 22s - loss: 8.6807 - acc: 0.01 - ETA: 22s - loss: 8.6728 - acc: 0.01 - ETA: 21s - loss: 8.6735 - acc: 0.01 - ETA: 21s - loss: 8.6571 - acc: 0.01 - ETA: 20s - loss: 8.6635 - acc: 0.01 - ETA: 20s - loss: 8.6585 - acc: 0.01 - ETA: 19s - loss: 8.6677 - acc: 0.01 - ETA: 19s - loss: 8.6572 - acc: 0.01 - ETA: 19s - loss: 8.6551 - acc: 0.01 - ETA: 18s - loss: 8.6558 - acc: 0.01 - ETA: 18s - loss: 8.6593 - acc: 0.01 - ETA: 17s - loss: 8.6545 - acc: 0.01 - ETA: 17s - loss: 8.6524 - acc: 0.01 - ETA: 17s - loss: 8.6614 - acc: 0.01 - ETA: 16s - loss: 8.6621 - acc: 0.01 - ETA: 16s - loss: 8.6710 - acc: 0.01 - ETA: 15s - loss: 8.6635 - acc: 0.01 - ETA: 15s - loss: 8.6560 - acc: 0.01 - ETA: 14s - loss: 8.6513 - acc: 0.01 - ETA: 14s - loss: 8.6520 - acc: 0.01 - ETA: 14s - loss: 8.6527 - acc: 0.01 - ETA: 13s - loss: 8.6588 - acc: 0.01 - ETA: 13s - loss: 8.6568 - acc: 0.01 - ETA: 12s - loss: 8.6495 - acc: 0.01 - ETA: 12s - loss: 8.6555 - acc: 0.01 - ETA: 12s - loss: 8.6509 - acc: 0.01 - ETA: 11s - loss: 8.6569 - acc: 0.01 - ETA: 11s - loss: 8.6523 - acc: 0.01 - ETA: 10s - loss: 8.6582 - acc: 0.01 - ETA: 10s - loss: 8.6537 - acc: 0.01 - ETA: 9s - loss: 8.6492 - acc: 0.0111 - ETA: 9s - loss: 8.6499 - acc: 0.011 - ETA: 9s - loss: 8.6557 - acc: 0.011 - ETA: 8s - loss: 8.6512 - acc: 0.011 - ETA: 8s - loss: 8.6494 - acc: 0.011 - ETA: 7s - loss: 8.6500 - acc: 0.011 - ETA: 7s - loss: 8.6507 - acc: 0.011 - ETA: 7s - loss: 8.6539 - acc: 0.011 - ETA: 6s - loss: 8.6394 - acc: 0.011 - ETA: 6s - loss: 8.6300 - acc: 0.011 - ETA: 5s - loss: 8.6232 - acc: 0.011 - ETA: 5s - loss: 8.6214 - acc: 0.011 - ETA: 4s - loss: 8.6147 - acc: 0.011 - ETA: 4s - loss: 8.6080 - acc: 0.011 - ETA: 4s - loss: 8.6013 - acc: 0.011 - ETA: 3s - loss: 8.5897 - acc: 0.011 - ETA: 3s - loss: 8.5856 - acc: 0.011 - ETA: 2s - loss: 8.5840 - acc: 0.011 - ETA: 2s - loss: 8.5824 - acc: 0.011 - ETA: 2s - loss: 8.5784 - acc: 0.010 - ETA: 1s - loss: 8.5768 - acc: 0.011 - ETA: 1s - loss: 8.5801 - acc: 0.011 - ETA: 0s - loss: 8.5882 - acc: 0.011 - ETA: 0s - loss: 8.5987 - acc: 0.0110Epoch 00002: val_loss did not improve 6680/6680 [==============================] - 145s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 4/10 4180/6680 [=================>............] - ETA: 136s - loss: 7.2531 - acc: 0.0000e+0 - ETA: 139s - loss: 7.2531 - acc: 0.0000e+0 - ETA: 140s - loss: 7.5218 - acc: 0.0000e+0 - ETA: 140s - loss: 7.6561 - acc: 0.0000e+0 - ETA: 144s - loss: 7.4143 - acc: 0.0000e+0 - ETA: 145s - loss: 7.5218 - acc: 0.0000e+0 - ETA: 145s - loss: 7.7137 - acc: 0.0000e+0 - ETA: 144s - loss: 7.7568 - acc: 0.0063 - ETA: 144s - loss: 7.7009 - acc: 0.005 - ETA: 143s - loss: 8.1396 - acc: 0.005 - ETA: 142s - loss: 7.9858 - acc: 0.009 - ETA: 142s - loss: 7.8576 - acc: 0.008 - ETA: 141s - loss: 7.9971 - acc: 0.011 - ETA: 140s - loss: 8.1166 - acc: 0.010 - ETA: 140s - loss: 8.2202 - acc: 0.010 - ETA: 139s - loss: 8.3109 - acc: 0.009 - ETA: 138s - loss: 8.2961 - acc: 0.008 - ETA: 138s - loss: 8.3277 - acc: 0.008 - ETA: 138s - loss: 8.2711 - acc: 0.010 - ETA: 137s - loss: 8.2202 - acc: 0.010 - ETA: 136s - loss: 8.2509 - acc: 0.009 - ETA: 136s - loss: 8.3155 - acc: 0.009 - ETA: 135s - loss: 8.3394 - acc: 0.008 - ETA: 135s - loss: 8.3277 - acc: 0.008 - ETA: 134s - loss: 8.4459 - acc: 0.008 - ETA: 134s - loss: 8.3380 - acc: 0.007 - ETA: 133s - loss: 8.3277 - acc: 0.007 - ETA: 132s - loss: 8.2893 - acc: 0.007 - ETA: 132s - loss: 8.3647 - acc: 0.006 - ETA: 132s - loss: 8.2740 - acc: 0.008 - ETA: 131s - loss: 8.2670 - acc: 0.008 - ETA: 131s - loss: 8.3613 - acc: 0.007 - ETA: 130s - loss: 8.3277 - acc: 0.007 - ETA: 130s - loss: 8.3435 - acc: 0.007 - ETA: 129s - loss: 8.4275 - acc: 0.007 - ETA: 128s - loss: 8.4844 - acc: 0.006 - ETA: 128s - loss: 8.5165 - acc: 0.008 - ETA: 127s - loss: 8.4832 - acc: 0.007 - ETA: 127s - loss: 8.5963 - acc: 0.007 - ETA: 126s - loss: 8.5829 - acc: 0.007 - ETA: 126s - loss: 8.6094 - acc: 0.008 - ETA: 125s - loss: 8.5579 - acc: 0.008 - ETA: 125s - loss: 8.5651 - acc: 0.008 - ETA: 124s - loss: 8.5719 - acc: 0.008 - ETA: 124s - loss: 8.6142 - acc: 0.008 - ETA: 123s - loss: 8.6022 - acc: 0.008 - ETA: 123s - loss: 8.5906 - acc: 0.008 - ETA: 123s - loss: 8.5627 - acc: 0.008 - ETA: 122s - loss: 8.5689 - acc: 0.008 - ETA: 122s - loss: 8.5265 - acc: 0.008 - ETA: 121s - loss: 8.5173 - acc: 0.008 - ETA: 120s - loss: 8.5240 - acc: 0.009 - ETA: 120s - loss: 8.5304 - acc: 0.009 - ETA: 119s - loss: 8.5665 - acc: 0.009 - ETA: 119s - loss: 8.5719 - acc: 0.009 - ETA: 118s - loss: 8.5771 - acc: 0.008 - ETA: 118s - loss: 8.6105 - acc: 0.008 - ETA: 118s - loss: 8.6426 - acc: 0.008 - ETA: 117s - loss: 8.7010 - acc: 0.008 - ETA: 117s - loss: 8.7038 - acc: 0.008 - ETA: 117s - loss: 8.7196 - acc: 0.008 - ETA: 116s - loss: 8.6700 - acc: 0.008 - ETA: 116s - loss: 8.7114 - acc: 0.007 - ETA: 115s - loss: 8.7013 - acc: 0.007 - ETA: 115s - loss: 8.7162 - acc: 0.007 - ETA: 114s - loss: 8.6940 - acc: 0.008 - ETA: 114s - loss: 8.7086 - acc: 0.008 - ETA: 114s - loss: 8.7464 - acc: 0.008 - ETA: 113s - loss: 8.7832 - acc: 0.008 - ETA: 113s - loss: 8.7728 - acc: 0.008 - ETA: 112s - loss: 8.7514 - acc: 0.008 - ETA: 112s - loss: 8.7418 - acc: 0.008 - ETA: 112s - loss: 8.7546 - acc: 0.008 - ETA: 111s - loss: 8.7669 - acc: 0.008 - ETA: 111s - loss: 8.7790 - acc: 0.008 - ETA: 110s - loss: 8.7483 - acc: 0.007 - ETA: 110s - loss: 8.7812 - acc: 0.007 - ETA: 109s - loss: 8.7203 - acc: 0.007 - ETA: 109s - loss: 8.6915 - acc: 0.007 - ETA: 109s - loss: 8.7340 - acc: 0.007 - ETA: 108s - loss: 8.7157 - acc: 0.007 - ETA: 108s - loss: 8.6880 - acc: 0.007 - ETA: 107s - loss: 8.6902 - acc: 0.007 - ETA: 107s - loss: 8.7019 - acc: 0.007 - ETA: 106s - loss: 8.6658 - acc: 0.007 - ETA: 106s - loss: 8.6588 - acc: 0.007 - ETA: 106s - loss: 8.6612 - acc: 0.007 - ETA: 105s - loss: 8.6543 - acc: 0.008 - ETA: 105s - loss: 8.6748 - acc: 0.007 - ETA: 105s - loss: 8.6500 - acc: 0.007 - ETA: 104s - loss: 8.6258 - acc: 0.008 - ETA: 104s - loss: 8.6284 - acc: 0.008 - ETA: 103s - loss: 8.6223 - acc: 0.008 - ETA: 103s - loss: 8.6249 - acc: 0.008 - ETA: 102s - loss: 8.6529 - acc: 0.008 - ETA: 102s - loss: 8.6551 - acc: 0.008 - ETA: 102s - loss: 8.6822 - acc: 0.008 - ETA: 101s - loss: 8.6840 - acc: 0.008 - ETA: 101s - loss: 8.6777 - acc: 0.008 - ETA: 100s - loss: 8.6957 - acc: 0.008 - ETA: 100s - loss: 8.6974 - acc: 0.008 - ETA: 99s - loss: 8.7069 - acc: 0.008 - ETA: 99s - loss: 8.7398 - acc: 0.00 - ETA: 99s - loss: 8.7642 - acc: 0.00 - ETA: 98s - loss: 8.7728 - acc: 0.00 - ETA: 98s - loss: 8.8193 - acc: 0.00 - ETA: 97s - loss: 8.8122 - acc: 0.00 - ETA: 97s - loss: 8.8127 - acc: 0.00 - ETA: 96s - loss: 8.7836 - acc: 0.00 - ETA: 96s - loss: 8.8063 - acc: 0.00 - ETA: 95s - loss: 8.7923 - acc: 0.00 - ETA: 95s - loss: 8.7714 - acc: 0.00 - ETA: 95s - loss: 8.7580 - acc: 0.00 - ETA: 94s - loss: 8.7306 - acc: 0.00 - ETA: 94s - loss: 8.7178 - acc: 0.00 - ETA: 93s - loss: 8.7399 - acc: 0.00 - ETA: 93s - loss: 8.7272 - acc: 0.00 - ETA: 92s - loss: 8.7488 - acc: 0.00 - ETA: 92s - loss: 8.7363 - acc: 0.00 - ETA: 91s - loss: 8.7239 - acc: 0.00 - ETA: 91s - loss: 8.7317 - acc: 0.00 - ETA: 91s - loss: 8.7196 - acc: 0.00 - ETA: 90s - loss: 8.7470 - acc: 0.00 - ETA: 90s - loss: 8.7805 - acc: 0.00 - ETA: 89s - loss: 8.7747 - acc: 0.00 - ETA: 89s - loss: 8.7626 - acc: 0.00 - ETA: 88s - loss: 8.7571 - acc: 0.00 - ETA: 88s - loss: 8.7579 - acc: 0.00 - ETA: 88s - loss: 8.7338 - acc: 0.00 - ETA: 87s - loss: 8.7534 - acc: 0.00 - ETA: 87s - loss: 8.7542 - acc: 0.00 - ETA: 86s - loss: 8.7490 - acc: 0.00 - ETA: 86s - loss: 8.7741 - acc: 0.00 - ETA: 85s - loss: 8.7567 - acc: 0.00 - ETA: 85s - loss: 8.7456 - acc: 0.00 - ETA: 84s - loss: 8.7464 - acc: 0.00 - ETA: 84s - loss: 8.7297 - acc: 0.00 - ETA: 84s - loss: 8.7365 - acc: 0.00 - ETA: 83s - loss: 8.7258 - acc: 0.00 - ETA: 83s - loss: 8.7038 - acc: 0.00 - ETA: 82s - loss: 8.6992 - acc: 0.00 - ETA: 82s - loss: 8.6890 - acc: 0.00 - ETA: 81s - loss: 8.6959 - acc: 0.00 - ETA: 81s - loss: 8.6971 - acc: 0.00 - ETA: 81s - loss: 8.6704 - acc: 0.00 - ETA: 80s - loss: 8.6883 - acc: 0.01 - ETA: 80s - loss: 8.6621 - acc: 0.01 - ETA: 79s - loss: 8.6689 - acc: 0.01 - ETA: 79s - loss: 8.6702 - acc: 0.01 - ETA: 78s - loss: 8.6823 - acc: 0.01 - ETA: 78s - loss: 8.6782 - acc: 0.00 - ETA: 77s - loss: 8.6741 - acc: 0.00 - ETA: 77s - loss: 8.6859 - acc: 0.00 - ETA: 76s - loss: 8.6766 - acc: 0.01 - ETA: 76s - loss: 8.7038 - acc: 0.01 - ETA: 76s - loss: 8.6996 - acc: 0.00 - ETA: 75s - loss: 8.7007 - acc: 0.01 - ETA: 75s - loss: 8.7119 - acc: 0.01 - ETA: 74s - loss: 8.7180 - acc: 0.01 - ETA: 74s - loss: 8.7239 - acc: 0.01 - ETA: 73s - loss: 8.7198 - acc: 0.01 - ETA: 73s - loss: 8.7107 - acc: 0.01 - ETA: 72s - loss: 8.7216 - acc: 0.01 - ETA: 72s - loss: 8.7274 - acc: 0.01 - ETA: 72s - loss: 8.7233 - acc: 0.01 - ETA: 71s - loss: 8.7242 - acc: 0.00 - ETA: 71s - loss: 8.7298 - acc: 0.00 - ETA: 70s - loss: 8.7498 - acc: 0.00 - ETA: 70s - loss: 8.7505 - acc: 0.00 - ETA: 69s - loss: 8.7464 - acc: 0.00 - ETA: 69s - loss: 8.7566 - acc: 0.00 - ETA: 68s - loss: 8.7478 - acc: 0.00 - ETA: 68s - loss: 8.7625 - acc: 0.00 - ETA: 67s - loss: 8.7584 - acc: 0.00 - ETA: 67s - loss: 8.7682 - acc: 0.00 - ETA: 67s - loss: 8.7413 - acc: 0.00 - ETA: 66s - loss: 8.7420 - acc: 0.00 - ETA: 66s - loss: 8.7427 - acc: 0.00 - ETA: 65s - loss: 8.7254 - acc: 0.00 - ETA: 65s - loss: 8.7172 - acc: 0.01 - ETA: 64s - loss: 8.7136 - acc: 0.00 - ETA: 64s - loss: 8.7055 - acc: 0.00 - ETA: 64s - loss: 8.7108 - acc: 0.00 - ETA: 63s - loss: 8.7160 - acc: 0.00 - ETA: 63s - loss: 8.6994 - acc: 0.01 - ETA: 62s - loss: 8.6916 - acc: 0.01 - ETA: 62s - loss: 8.7012 - acc: 0.01 - ETA: 61s - loss: 8.6978 - acc: 0.01 - ETA: 61s - loss: 8.6987 - acc: 0.01 - ETA: 60s - loss: 8.7038 - acc: 0.01 - ETA: 60s - loss: 8.7046 - acc: 0.01 - ETA: 60s - loss: 8.7096 - acc: 0.01 - ETA: 59s - loss: 8.7146 - acc: 0.01 - ETA: 59s - loss: 8.6988 - acc: 0.01 - ETA: 58s - loss: 8.6872 - acc: 0.01 - ETA: 58s - loss: 8.6923 - acc: 0.01 - ETA: 58s - loss: 8.6890 - acc: 0.01 - ETA: 57s - loss: 8.6859 - acc: 0.01 - ETA: 57s - loss: 8.6787 - acc: 0.01 - ETA: 56s - loss: 8.6796 - acc: 0.01 - ETA: 56s - loss: 8.6805 - acc: 0.01 - ETA: 55s - loss: 8.6814 - acc: 0.01 - ETA: 55s - loss: 8.6823 - acc: 0.01 - ETA: 55s - loss: 8.6714 - acc: 0.01 - ETA: 54s - loss: 8.6723 - acc: 0.01 - ETA: 54s - loss: 8.6654 - acc: 0.01 - ETA: 53s - loss: 8.6586 - acc: 0.01 - ETA: 53s - loss: 8.6674 - acc: 0.01 - ETA: 52s - loss: 8.6606 - acc: 0.01056660/6680 [============================>.] - ETA: 52s - loss: 8.6500 - acc: 0.01 - ETA: 52s - loss: 8.6434 - acc: 0.01 - ETA: 51s - loss: 8.6407 - acc: 0.01 - ETA: 51s - loss: 8.6455 - acc: 0.01 - ETA: 50s - loss: 8.6465 - acc: 0.01 - ETA: 50s - loss: 8.6288 - acc: 0.01 - ETA: 49s - loss: 8.6187 - acc: 0.01 - ETA: 49s - loss: 8.6050 - acc: 0.01 - ETA: 49s - loss: 8.6210 - acc: 0.01 - ETA: 48s - loss: 8.6294 - acc: 0.01 - ETA: 48s - loss: 8.6378 - acc: 0.01 - ETA: 47s - loss: 8.6316 - acc: 0.01 - ETA: 47s - loss: 8.6399 - acc: 0.01 - ETA: 46s - loss: 8.6517 - acc: 0.01 - ETA: 46s - loss: 8.6491 - acc: 0.01 - ETA: 46s - loss: 8.6500 - acc: 0.01 - ETA: 45s - loss: 8.6474 - acc: 0.01 - ETA: 45s - loss: 8.6484 - acc: 0.01 - ETA: 44s - loss: 8.6493 - acc: 0.01 - ETA: 44s - loss: 8.6468 - acc: 0.01 - ETA: 43s - loss: 8.6547 - acc: 0.01 - ETA: 43s - loss: 8.6382 - acc: 0.01 - ETA: 43s - loss: 8.6218 - acc: 0.01 - ETA: 42s - loss: 8.6125 - acc: 0.01 - ETA: 42s - loss: 8.5894 - acc: 0.01 - ETA: 41s - loss: 8.5837 - acc: 0.01 - ETA: 41s - loss: 8.5849 - acc: 0.01 - ETA: 40s - loss: 8.5895 - acc: 0.01 - ETA: 40s - loss: 8.5907 - acc: 0.01 - ETA: 40s - loss: 8.5986 - acc: 0.01 - ETA: 39s - loss: 8.5930 - acc: 0.01 - ETA: 39s - loss: 8.5874 - acc: 0.01 - ETA: 38s - loss: 8.5786 - acc: 0.01 - ETA: 38s - loss: 8.5665 - acc: 0.01 - ETA: 37s - loss: 8.5611 - acc: 0.01 - ETA: 37s - loss: 8.5689 - acc: 0.01 - ETA: 37s - loss: 8.5734 - acc: 0.01 - ETA: 36s - loss: 8.5778 - acc: 0.01 - ETA: 36s - loss: 8.5790 - acc: 0.01 - ETA: 35s - loss: 8.5737 - acc: 0.01 - ETA: 35s - loss: 8.5652 - acc: 0.01 - ETA: 35s - loss: 8.5728 - acc: 0.01 - ETA: 34s - loss: 8.5707 - acc: 0.01 - ETA: 34s - loss: 8.5751 - acc: 0.01 - ETA: 33s - loss: 8.5794 - acc: 0.01 - ETA: 33s - loss: 8.5679 - acc: 0.01 - ETA: 32s - loss: 8.5596 - acc: 0.01 - ETA: 32s - loss: 8.5671 - acc: 0.01 - ETA: 32s - loss: 8.5745 - acc: 0.01 - ETA: 31s - loss: 8.5787 - acc: 0.01 - ETA: 31s - loss: 8.5767 - acc: 0.01 - ETA: 30s - loss: 8.5778 - acc: 0.01 - ETA: 30s - loss: 8.5727 - acc: 0.01 - ETA: 29s - loss: 8.5800 - acc: 0.01 - ETA: 29s - loss: 8.5841 - acc: 0.01 - ETA: 29s - loss: 8.5912 - acc: 0.01 - ETA: 28s - loss: 8.6014 - acc: 0.01 - ETA: 28s - loss: 8.5993 - acc: 0.01 - ETA: 27s - loss: 8.5943 - acc: 0.01 - ETA: 27s - loss: 8.6013 - acc: 0.01 - ETA: 26s - loss: 8.5963 - acc: 0.01 - ETA: 26s - loss: 8.5973 - acc: 0.01 - ETA: 26s - loss: 8.5953 - acc: 0.01 - ETA: 25s - loss: 8.5963 - acc: 0.01 - ETA: 25s - loss: 8.6032 - acc: 0.01 - ETA: 24s - loss: 8.6041 - acc: 0.01 - ETA: 24s - loss: 8.6080 - acc: 0.01 - ETA: 24s - loss: 8.6118 - acc: 0.01 - ETA: 23s - loss: 8.6069 - acc: 0.01 - ETA: 23s - loss: 8.6165 - acc: 0.01 - ETA: 22s - loss: 8.6232 - acc: 0.01 - ETA: 22s - loss: 8.6183 - acc: 0.01 - ETA: 21s - loss: 8.6220 - acc: 0.01 - ETA: 21s - loss: 8.6200 - acc: 0.01 - ETA: 21s - loss: 8.6323 - acc: 0.01 - ETA: 20s - loss: 8.6416 - acc: 0.01 - ETA: 20s - loss: 8.6536 - acc: 0.01 - ETA: 19s - loss: 8.6515 - acc: 0.01 - ETA: 19s - loss: 8.6439 - acc: 0.01 - ETA: 18s - loss: 8.6447 - acc: 0.01 - ETA: 18s - loss: 8.6426 - acc: 0.01 - ETA: 18s - loss: 8.6462 - acc: 0.01 - ETA: 17s - loss: 8.6469 - acc: 0.01 - ETA: 17s - loss: 8.6394 - acc: 0.01 - ETA: 16s - loss: 8.6429 - acc: 0.01 - ETA: 16s - loss: 8.6382 - acc: 0.01 - ETA: 15s - loss: 8.6308 - acc: 0.01 - ETA: 15s - loss: 8.6316 - acc: 0.01 - ETA: 15s - loss: 8.6297 - acc: 0.01 - ETA: 14s - loss: 8.6251 - acc: 0.01 - ETA: 14s - loss: 8.6286 - acc: 0.01 - ETA: 13s - loss: 8.6320 - acc: 0.01 - ETA: 13s - loss: 8.6301 - acc: 0.01 - ETA: 13s - loss: 8.6336 - acc: 0.01 - ETA: 12s - loss: 8.6290 - acc: 0.01 - ETA: 12s - loss: 8.6377 - acc: 0.01 - ETA: 11s - loss: 8.6332 - acc: 0.01 - ETA: 11s - loss: 8.6261 - acc: 0.01 - ETA: 10s - loss: 8.6190 - acc: 0.01 - ETA: 10s - loss: 8.6224 - acc: 0.01 - ETA: 10s - loss: 8.6258 - acc: 0.01 - ETA: 9s - loss: 8.6214 - acc: 0.0111 - ETA: 9s - loss: 8.6196 - acc: 0.011 - ETA: 8s - loss: 8.6152 - acc: 0.011 - ETA: 8s - loss: 8.6186 - acc: 0.011 - ETA: 8s - loss: 8.6168 - acc: 0.011 - ETA: 7s - loss: 8.6150 - acc: 0.011 - ETA: 7s - loss: 8.6184 - acc: 0.011 - ETA: 6s - loss: 8.6115 - acc: 0.011 - ETA: 6s - loss: 8.6148 - acc: 0.011 - ETA: 5s - loss: 8.6257 - acc: 0.010 - ETA: 5s - loss: 8.6214 - acc: 0.010 - ETA: 5s - loss: 8.6147 - acc: 0.010 - ETA: 4s - loss: 8.6130 - acc: 0.010 - ETA: 4s - loss: 8.6038 - acc: 0.010 - ETA: 3s - loss: 8.6021 - acc: 0.010 - ETA: 3s - loss: 8.6029 - acc: 0.010 - ETA: 2s - loss: 8.6037 - acc: 0.010 - ETA: 2s - loss: 8.5996 - acc: 0.011 - ETA: 2s - loss: 8.6004 - acc: 0.010 - ETA: 1s - loss: 8.6036 - acc: 0.010 - ETA: 1s - loss: 8.5996 - acc: 0.010 - ETA: 0s - loss: 8.6004 - acc: 0.011 - ETA: 0s - loss: 8.5963 - acc: 0.0110Epoch 00003: val_loss did not improve 6680/6680 [==============================] - 147s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 5/10 4180/6680 [=================>............] - ETA: 138s - loss: 9.6709 - acc: 0.0000e+0 - ETA: 139s - loss: 9.6709 - acc: 0.0000e+0 - ETA: 137s - loss: 9.4022 - acc: 0.0000e+0 - ETA: 137s - loss: 9.0664 - acc: 0.0000e+0 - ETA: 137s - loss: 9.3485 - acc: 0.0000e+0 - ETA: 136s - loss: 9.8052 - acc: 0.0083 - ETA: 135s - loss: 10.0162 - acc: 0.00 - ETA: 135s - loss: 9.6709 - acc: 0.0063 - ETA: 134s - loss: 9.3127 - acc: 0.005 - ETA: 134s - loss: 9.2679 - acc: 0.005 - ETA: 135s - loss: 9.4511 - acc: 0.004 - ETA: 135s - loss: 9.3351 - acc: 0.008 - ETA: 135s - loss: 9.2989 - acc: 0.011 - ETA: 134s - loss: 9.1528 - acc: 0.014 - ETA: 133s - loss: 9.1873 - acc: 0.013 - ETA: 133s - loss: 9.2175 - acc: 0.012 - ETA: 132s - loss: 9.1020 - acc: 0.011 - ETA: 131s - loss: 8.9993 - acc: 0.011 - ETA: 130s - loss: 8.9922 - acc: 0.010 - ETA: 130s - loss: 9.0664 - acc: 0.010 - ETA: 130s - loss: 9.0568 - acc: 0.011 - ETA: 129s - loss: 9.0847 - acc: 0.013 - ETA: 129s - loss: 9.0051 - acc: 0.013 - ETA: 128s - loss: 9.0328 - acc: 0.012 - ETA: 128s - loss: 9.0906 - acc: 0.012 - ETA: 127s - loss: 8.9889 - acc: 0.011 - ETA: 126s - loss: 8.8948 - acc: 0.011 - ETA: 126s - loss: 8.9225 - acc: 0.010 - ETA: 125s - loss: 8.8650 - acc: 0.010 - ETA: 124s - loss: 8.8650 - acc: 0.010 - ETA: 124s - loss: 8.8650 - acc: 0.009 - ETA: 123s - loss: 8.8901 - acc: 0.009 - ETA: 123s - loss: 8.9138 - acc: 0.009 - ETA: 122s - loss: 8.8412 - acc: 0.008 - ETA: 122s - loss: 8.8880 - acc: 0.008 - ETA: 121s - loss: 8.8650 - acc: 0.008 - ETA: 121s - loss: 8.9085 - acc: 0.009 - ETA: 121s - loss: 8.8650 - acc: 0.009 - ETA: 120s - loss: 8.8650 - acc: 0.009 - ETA: 120s - loss: 8.8448 - acc: 0.010 - ETA: 119s - loss: 8.7667 - acc: 0.011 - ETA: 118s - loss: 8.8074 - acc: 0.011 - ETA: 118s - loss: 8.8087 - acc: 0.011 - ETA: 118s - loss: 8.7551 - acc: 0.011 - ETA: 117s - loss: 8.7575 - acc: 0.011 - ETA: 117s - loss: 8.7423 - acc: 0.012 - ETA: 116s - loss: 8.7964 - acc: 0.011 - ETA: 116s - loss: 8.7474 - acc: 0.011 - ETA: 115s - loss: 8.7334 - acc: 0.011 - ETA: 115s - loss: 8.7199 - acc: 0.011 - ETA: 115s - loss: 8.7543 - acc: 0.010 - ETA: 114s - loss: 8.7255 - acc: 0.010 - ETA: 114s - loss: 8.6977 - acc: 0.010 - ETA: 113s - loss: 8.7306 - acc: 0.010 - ETA: 113s - loss: 8.6745 - acc: 0.010 - ETA: 112s - loss: 8.6635 - acc: 0.009 - ETA: 112s - loss: 8.6670 - acc: 0.009 - ETA: 112s - loss: 8.6009 - acc: 0.009 - ETA: 112s - loss: 8.6327 - acc: 0.009 - ETA: 111s - loss: 8.6500 - acc: 0.010 - ETA: 111s - loss: 8.6271 - acc: 0.010 - ETA: 110s - loss: 8.6570 - acc: 0.010 - ETA: 110s - loss: 8.6603 - acc: 0.010 - ETA: 110s - loss: 8.6383 - acc: 0.010 - ETA: 109s - loss: 8.6542 - acc: 0.010 - ETA: 109s - loss: 8.6207 - acc: 0.009 - ETA: 109s - loss: 8.6003 - acc: 0.009 - ETA: 108s - loss: 8.6042 - acc: 0.009 - ETA: 108s - loss: 8.5963 - acc: 0.010 - ETA: 108s - loss: 8.6002 - acc: 0.010 - ETA: 107s - loss: 8.5698 - acc: 0.009 - ETA: 107s - loss: 8.5963 - acc: 0.009 - ETA: 107s - loss: 8.6110 - acc: 0.009 - ETA: 106s - loss: 8.6254 - acc: 0.010 - ETA: 106s - loss: 8.6071 - acc: 0.010 - ETA: 105s - loss: 8.6105 - acc: 0.009 - ETA: 105s - loss: 8.6556 - acc: 0.009 - ETA: 105s - loss: 8.6480 - acc: 0.010 - ETA: 105s - loss: 8.6813 - acc: 0.010 - ETA: 104s - loss: 8.6635 - acc: 0.010 - ETA: 104s - loss: 8.6461 - acc: 0.009 - ETA: 104s - loss: 8.6684 - acc: 0.009 - ETA: 103s - loss: 8.6416 - acc: 0.009 - ETA: 103s - loss: 8.6635 - acc: 0.009 - ETA: 103s - loss: 8.6374 - acc: 0.010 - ETA: 102s - loss: 8.6026 - acc: 0.009 - ETA: 102s - loss: 8.6148 - acc: 0.010 - ETA: 102s - loss: 8.6085 - acc: 0.010 - ETA: 101s - loss: 8.6024 - acc: 0.010 - ETA: 101s - loss: 8.5784 - acc: 0.010 - ETA: 101s - loss: 8.5993 - acc: 0.009 - ETA: 100s - loss: 8.6022 - acc: 0.009 - ETA: 100s - loss: 8.6050 - acc: 0.009 - ETA: 99s - loss: 8.5992 - acc: 0.009 - ETA: 99s - loss: 8.6105 - acc: 0.00 - ETA: 98s - loss: 8.6215 - acc: 0.00 - ETA: 98s - loss: 8.6074 - acc: 0.00 - ETA: 97s - loss: 8.6511 - acc: 0.00 - ETA: 97s - loss: 8.6940 - acc: 0.00 - ETA: 97s - loss: 8.7038 - acc: 0.00 - ETA: 96s - loss: 8.6894 - acc: 0.00 - ETA: 96s - loss: 8.6674 - acc: 0.00 - ETA: 95s - loss: 8.6615 - acc: 0.00 - ETA: 95s - loss: 8.6557 - acc: 0.00 - ETA: 94s - loss: 8.6424 - acc: 0.00 - ETA: 94s - loss: 8.6369 - acc: 0.00 - ETA: 94s - loss: 8.6315 - acc: 0.00 - ETA: 93s - loss: 8.6635 - acc: 0.00 - ETA: 93s - loss: 8.6505 - acc: 0.00 - ETA: 93s - loss: 8.6452 - acc: 0.00 - ETA: 92s - loss: 8.6399 - acc: 0.00 - ETA: 92s - loss: 8.6419 - acc: 0.00 - ETA: 91s - loss: 8.6225 - acc: 0.00 - ETA: 91s - loss: 8.6105 - acc: 0.00 - ETA: 90s - loss: 8.6267 - acc: 0.00 - ETA: 90s - loss: 8.6148 - acc: 0.00 - ETA: 90s - loss: 8.6170 - acc: 0.00 - ETA: 89s - loss: 8.6054 - acc: 0.00 - ETA: 89s - loss: 8.6076 - acc: 0.00 - ETA: 88s - loss: 8.6165 - acc: 0.01 - ETA: 88s - loss: 8.5919 - acc: 0.00 - ETA: 87s - loss: 8.6007 - acc: 0.00 - ETA: 87s - loss: 8.5963 - acc: 0.00 - ETA: 87s - loss: 8.6180 - acc: 0.00 - ETA: 86s - loss: 8.6264 - acc: 0.01 - ETA: 86s - loss: 8.6539 - acc: 0.00 - ETA: 85s - loss: 8.6492 - acc: 0.00 - ETA: 85s - loss: 8.6257 - acc: 0.01 - ETA: 84s - loss: 8.6463 - acc: 0.01 - ETA: 84s - loss: 8.6604 - acc: 0.01 - ETA: 84s - loss: 8.6373 - acc: 0.00 - ETA: 83s - loss: 8.6513 - acc: 0.00 - ETA: 83s - loss: 8.6589 - acc: 0.00 - ETA: 82s - loss: 8.6725 - acc: 0.00 - ETA: 82s - loss: 8.6739 - acc: 0.00 - ETA: 81s - loss: 8.6694 - acc: 0.00 - ETA: 81s - loss: 8.6591 - acc: 0.00 - ETA: 81s - loss: 8.6722 - acc: 0.00 - ETA: 80s - loss: 8.6736 - acc: 0.00 - ETA: 80s - loss: 8.6405 - acc: 0.00 - ETA: 79s - loss: 8.6478 - acc: 0.00 - ETA: 79s - loss: 8.6379 - acc: 0.00 - ETA: 78s - loss: 8.6395 - acc: 0.00 - ETA: 78s - loss: 8.6299 - acc: 0.00 - ETA: 78s - loss: 8.6371 - acc: 0.00 - ETA: 77s - loss: 8.6497 - acc: 0.00 - ETA: 77s - loss: 8.6621 - acc: 0.00 - ETA: 76s - loss: 8.6580 - acc: 0.00 - ETA: 76s - loss: 8.6378 - acc: 0.01 - ETA: 75s - loss: 8.6393 - acc: 0.01 - ETA: 75s - loss: 8.6621 - acc: 0.00 - ETA: 75s - loss: 8.6582 - acc: 0.00 - ETA: 74s - loss: 8.6490 - acc: 0.00 - ETA: 74s - loss: 8.6399 - acc: 0.00 - ETA: 73s - loss: 8.6622 - acc: 0.00 - ETA: 73s - loss: 8.6686 - acc: 0.00 - ETA: 72s - loss: 8.6494 - acc: 0.00 - ETA: 72s - loss: 8.6507 - acc: 0.00 - ETA: 72s - loss: 8.6419 - acc: 0.00 - ETA: 71s - loss: 8.6484 - acc: 0.00 - ETA: 71s - loss: 8.6397 - acc: 0.00 - ETA: 70s - loss: 8.6311 - acc: 0.00 - ETA: 70s - loss: 8.6375 - acc: 0.01 - ETA: 70s - loss: 8.6242 - acc: 0.01 - ETA: 69s - loss: 8.6061 - acc: 0.01 - ETA: 69s - loss: 8.6028 - acc: 0.00 - ETA: 68s - loss: 8.6092 - acc: 0.00 - ETA: 68s - loss: 8.5819 - acc: 0.00 - ETA: 68s - loss: 8.5884 - acc: 0.00 - ETA: 67s - loss: 8.5900 - acc: 0.01 - ETA: 67s - loss: 8.5869 - acc: 0.00 - ETA: 66s - loss: 8.5979 - acc: 0.00 - ETA: 66s - loss: 8.5994 - acc: 0.01 - ETA: 66s - loss: 8.6056 - acc: 0.01 - ETA: 65s - loss: 8.5932 - acc: 0.01 - ETA: 65s - loss: 8.5994 - acc: 0.01 - ETA: 64s - loss: 8.5918 - acc: 0.01 - ETA: 64s - loss: 8.5933 - acc: 0.01 - ETA: 64s - loss: 8.5993 - acc: 0.01 - ETA: 63s - loss: 8.5963 - acc: 0.01 - ETA: 63s - loss: 8.6067 - acc: 0.01 - ETA: 62s - loss: 8.6037 - acc: 0.01 - ETA: 62s - loss: 8.5919 - acc: 0.01 - ETA: 62s - loss: 8.5890 - acc: 0.01 - ETA: 61s - loss: 8.5992 - acc: 0.01 - ETA: 61s - loss: 8.5833 - acc: 0.00 - ETA: 60s - loss: 8.5891 - acc: 0.00 - ETA: 60s - loss: 8.5777 - acc: 0.01 - ETA: 60s - loss: 8.5750 - acc: 0.01 - ETA: 59s - loss: 8.5638 - acc: 0.01 - ETA: 59s - loss: 8.5569 - acc: 0.01 - ETA: 58s - loss: 8.5711 - acc: 0.01 - ETA: 58s - loss: 8.5852 - acc: 0.01 - ETA: 57s - loss: 8.5866 - acc: 0.01 - ETA: 57s - loss: 8.5922 - acc: 0.01 - ETA: 57s - loss: 8.5977 - acc: 0.01 - ETA: 56s - loss: 8.5950 - acc: 0.01 - ETA: 56s - loss: 8.6004 - acc: 0.01 - ETA: 55s - loss: 8.5936 - acc: 0.01 - ETA: 55s - loss: 8.5869 - acc: 0.01 - ETA: 54s - loss: 8.5883 - acc: 0.01 - ETA: 54s - loss: 8.5817 - acc: 0.01 - ETA: 54s - loss: 8.5990 - acc: 0.01 - ETA: 53s - loss: 8.6200 - acc: 0.01 - ETA: 53s - loss: 8.6251 - acc: 0.01 - ETA: 52s - loss: 8.6146 - acc: 0.01 - ETA: 52s - loss: 8.6197 - acc: 0.01 - ETA: 51s - loss: 8.6092 - acc: 0.01 - ETA: 51s - loss: 8.6027 - acc: 0.01126660/6680 [============================>.] - ETA: 51s - loss: 8.6040 - acc: 0.01 - ETA: 50s - loss: 8.6014 - acc: 0.01 - ETA: 50s - loss: 8.5951 - acc: 0.01 - ETA: 49s - loss: 8.5963 - acc: 0.01 - ETA: 49s - loss: 8.5750 - acc: 0.01 - ETA: 49s - loss: 8.5726 - acc: 0.01 - ETA: 48s - loss: 8.5590 - acc: 0.01 - ETA: 48s - loss: 8.5716 - acc: 0.01 - ETA: 47s - loss: 8.5840 - acc: 0.01 - ETA: 47s - loss: 8.5742 - acc: 0.01 - ETA: 46s - loss: 8.5756 - acc: 0.01 - ETA: 46s - loss: 8.5805 - acc: 0.01 - ETA: 46s - loss: 8.5891 - acc: 0.01 - ETA: 45s - loss: 8.5686 - acc: 0.01 - ETA: 45s - loss: 8.5699 - acc: 0.01 - ETA: 44s - loss: 8.5677 - acc: 0.01 - ETA: 44s - loss: 8.5761 - acc: 0.01 - ETA: 44s - loss: 8.5916 - acc: 0.01 - ETA: 43s - loss: 8.5680 - acc: 0.01 - ETA: 43s - loss: 8.5517 - acc: 0.01 - ETA: 42s - loss: 8.5566 - acc: 0.01 - ETA: 42s - loss: 8.5684 - acc: 0.01 - ETA: 42s - loss: 8.5662 - acc: 0.01 - ETA: 41s - loss: 8.5675 - acc: 0.01 - ETA: 41s - loss: 8.5653 - acc: 0.01 - ETA: 40s - loss: 8.5597 - acc: 0.01 - ETA: 40s - loss: 8.5440 - acc: 0.01 - ETA: 40s - loss: 8.5555 - acc: 0.01 - ETA: 39s - loss: 8.5500 - acc: 0.01 - ETA: 39s - loss: 8.5547 - acc: 0.01 - ETA: 38s - loss: 8.5560 - acc: 0.01 - ETA: 38s - loss: 8.5606 - acc: 0.01 - ETA: 38s - loss: 8.5652 - acc: 0.01 - ETA: 37s - loss: 8.5632 - acc: 0.01 - ETA: 37s - loss: 8.5644 - acc: 0.01 - ETA: 36s - loss: 8.5557 - acc: 0.01 - ETA: 36s - loss: 8.5537 - acc: 0.01 - ETA: 36s - loss: 8.5550 - acc: 0.01 - ETA: 35s - loss: 8.5692 - acc: 0.01 - ETA: 35s - loss: 8.5672 - acc: 0.01 - ETA: 34s - loss: 8.5781 - acc: 0.01 - ETA: 34s - loss: 8.5664 - acc: 0.01 - ETA: 33s - loss: 8.5803 - acc: 0.01 - ETA: 33s - loss: 8.5878 - acc: 0.01 - ETA: 33s - loss: 8.5794 - acc: 0.01 - ETA: 32s - loss: 8.5868 - acc: 0.01 - ETA: 32s - loss: 8.5848 - acc: 0.01 - ETA: 31s - loss: 8.5733 - acc: 0.01 - ETA: 31s - loss: 8.5807 - acc: 0.01 - ETA: 31s - loss: 8.5911 - acc: 0.01 - ETA: 30s - loss: 8.5922 - acc: 0.01 - ETA: 30s - loss: 8.5809 - acc: 0.01 - ETA: 29s - loss: 8.5727 - acc: 0.01 - ETA: 29s - loss: 8.5647 - acc: 0.01 - ETA: 29s - loss: 8.5505 - acc: 0.01 - ETA: 28s - loss: 8.5548 - acc: 0.01 - ETA: 28s - loss: 8.5620 - acc: 0.01 - ETA: 27s - loss: 8.5722 - acc: 0.01 - ETA: 27s - loss: 8.5733 - acc: 0.01 - ETA: 26s - loss: 8.5773 - acc: 0.01 - ETA: 26s - loss: 8.5635 - acc: 0.01 - ETA: 26s - loss: 8.5616 - acc: 0.01 - ETA: 25s - loss: 8.5746 - acc: 0.01 - ETA: 25s - loss: 8.5638 - acc: 0.01 - ETA: 24s - loss: 8.5561 - acc: 0.01 - ETA: 24s - loss: 8.5572 - acc: 0.01 - ETA: 24s - loss: 8.5525 - acc: 0.01 - ETA: 23s - loss: 8.5507 - acc: 0.01 - ETA: 23s - loss: 8.5432 - acc: 0.01 - ETA: 22s - loss: 8.5472 - acc: 0.01 - ETA: 22s - loss: 8.5455 - acc: 0.01 - ETA: 21s - loss: 8.5495 - acc: 0.01 - ETA: 21s - loss: 8.5449 - acc: 0.01 - ETA: 21s - loss: 8.5403 - acc: 0.01 - ETA: 20s - loss: 8.5443 - acc: 0.01 - ETA: 20s - loss: 8.5426 - acc: 0.01 - ETA: 19s - loss: 8.5550 - acc: 0.01 - ETA: 19s - loss: 8.5645 - acc: 0.01 - ETA: 19s - loss: 8.5627 - acc: 0.01 - ETA: 18s - loss: 8.5638 - acc: 0.01 - ETA: 18s - loss: 8.5704 - acc: 0.01 - ETA: 17s - loss: 8.5797 - acc: 0.01 - ETA: 17s - loss: 8.5834 - acc: 0.01 - ETA: 17s - loss: 8.5706 - acc: 0.01 - ETA: 16s - loss: 8.5662 - acc: 0.01 - ETA: 16s - loss: 8.5672 - acc: 0.01 - ETA: 15s - loss: 8.5736 - acc: 0.01 - ETA: 15s - loss: 8.5773 - acc: 0.01 - ETA: 14s - loss: 8.5756 - acc: 0.01 - ETA: 14s - loss: 8.5766 - acc: 0.01 - ETA: 14s - loss: 8.5829 - acc: 0.01 - ETA: 13s - loss: 8.5865 - acc: 0.01 - ETA: 13s - loss: 8.5714 - acc: 0.01 - ETA: 12s - loss: 8.5804 - acc: 0.01 - ETA: 12s - loss: 8.5760 - acc: 0.01 - ETA: 12s - loss: 8.5849 - acc: 0.01 - ETA: 11s - loss: 8.5805 - acc: 0.01 - ETA: 11s - loss: 8.5814 - acc: 0.01 - ETA: 10s - loss: 8.5771 - acc: 0.01 - ETA: 10s - loss: 8.5702 - acc: 0.01 - ETA: 9s - loss: 8.5712 - acc: 0.0111 - ETA: 9s - loss: 8.5644 - acc: 0.011 - ETA: 9s - loss: 8.5602 - acc: 0.011 - ETA: 8s - loss: 8.5663 - acc: 0.011 - ETA: 8s - loss: 8.5621 - acc: 0.011 - ETA: 7s - loss: 8.5528 - acc: 0.011 - ETA: 7s - loss: 8.5513 - acc: 0.011 - ETA: 7s - loss: 8.5523 - acc: 0.011 - ETA: 6s - loss: 8.5507 - acc: 0.011 - ETA: 6s - loss: 8.5441 - acc: 0.011 - ETA: 5s - loss: 8.5527 - acc: 0.011 - ETA: 5s - loss: 8.5561 - acc: 0.011 - ETA: 4s - loss: 8.5621 - acc: 0.011 - ETA: 4s - loss: 8.5655 - acc: 0.011 - ETA: 4s - loss: 8.5714 - acc: 0.011 - ETA: 3s - loss: 8.5699 - acc: 0.010 - ETA: 3s - loss: 8.5732 - acc: 0.010 - ETA: 2s - loss: 8.5741 - acc: 0.010 - ETA: 2s - loss: 8.5775 - acc: 0.011 - ETA: 2s - loss: 8.5808 - acc: 0.011 - ETA: 1s - loss: 8.5865 - acc: 0.011 - ETA: 1s - loss: 8.5923 - acc: 0.011 - ETA: 0s - loss: 8.5955 - acc: 0.011 - ETA: 0s - loss: 8.5915 - acc: 0.0110Epoch 00004: val_loss did not improve 6680/6680 [==============================] - 145s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 6/10 4200/6680 [=================>............] - ETA: 152s - loss: 8.0590 - acc: 0.0000e+0 - ETA: 147s - loss: 8.4620 - acc: 0.0000e+0 - ETA: 143s - loss: 8.8650 - acc: 0.0000e+0 - ETA: 141s - loss: 8.8650 - acc: 0.0250 - ETA: 141s - loss: 8.5426 - acc: 0.020 - ETA: 140s - loss: 8.5963 - acc: 0.025 - ETA: 138s - loss: 8.5196 - acc: 0.021 - ETA: 137s - loss: 8.3613 - acc: 0.031 - ETA: 136s - loss: 8.4172 - acc: 0.027 - ETA: 136s - loss: 8.6232 - acc: 0.025 - ETA: 135s - loss: 8.4986 - acc: 0.022 - ETA: 134s - loss: 8.6635 - acc: 0.020 - ETA: 134s - loss: 8.9269 - acc: 0.023 - ETA: 134s - loss: 8.8650 - acc: 0.021 - ETA: 134s - loss: 8.7038 - acc: 0.023 - ETA: 133s - loss: 8.5627 - acc: 0.021 - ETA: 133s - loss: 8.6753 - acc: 0.020 - ETA: 132s - loss: 8.5963 - acc: 0.019 - ETA: 132s - loss: 8.6953 - acc: 0.018 - ETA: 131s - loss: 8.7441 - acc: 0.017 - ETA: 131s - loss: 8.5963 - acc: 0.016 - ETA: 130s - loss: 8.6452 - acc: 0.015 - ETA: 130s - loss: 8.5846 - acc: 0.015 - ETA: 130s - loss: 8.5963 - acc: 0.014 - ETA: 129s - loss: 8.5426 - acc: 0.014 - ETA: 129s - loss: 8.5860 - acc: 0.013 - ETA: 130s - loss: 8.5665 - acc: 0.013 - ETA: 129s - loss: 8.6347 - acc: 0.012 - ETA: 129s - loss: 8.6426 - acc: 0.012 - ETA: 128s - loss: 8.6500 - acc: 0.011 - ETA: 128s - loss: 8.6830 - acc: 0.012 - ETA: 127s - loss: 8.7390 - acc: 0.012 - ETA: 127s - loss: 8.6940 - acc: 0.012 - ETA: 126s - loss: 8.7464 - acc: 0.011 - ETA: 126s - loss: 8.8189 - acc: 0.011 - ETA: 125s - loss: 8.8202 - acc: 0.012 - ETA: 125s - loss: 8.8432 - acc: 0.013 - ETA: 124s - loss: 8.8437 - acc: 0.014 - ETA: 124s - loss: 8.8030 - acc: 0.014 - ETA: 124s - loss: 8.7844 - acc: 0.013 - ETA: 123s - loss: 8.7667 - acc: 0.013 - ETA: 123s - loss: 8.7882 - acc: 0.013 - ETA: 122s - loss: 8.8462 - acc: 0.012 - ETA: 122s - loss: 8.8650 - acc: 0.012 - ETA: 121s - loss: 8.8291 - acc: 0.012 - ETA: 121s - loss: 8.7073 - acc: 0.013 - ETA: 120s - loss: 8.6763 - acc: 0.012 - ETA: 120s - loss: 8.6299 - acc: 0.012 - ETA: 119s - loss: 8.6676 - acc: 0.013 - ETA: 119s - loss: 8.6877 - acc: 0.013 - ETA: 118s - loss: 8.6595 - acc: 0.012 - ETA: 118s - loss: 8.6790 - acc: 0.012 - ETA: 118s - loss: 8.6825 - acc: 0.014 - ETA: 117s - loss: 8.6560 - acc: 0.014 - ETA: 117s - loss: 8.6891 - acc: 0.014 - ETA: 116s - loss: 8.6491 - acc: 0.014 - ETA: 116s - loss: 8.5822 - acc: 0.014 - ETA: 115s - loss: 8.6009 - acc: 0.014 - ETA: 115s - loss: 8.6327 - acc: 0.014 - ETA: 114s - loss: 8.6769 - acc: 0.014 - ETA: 114s - loss: 8.7328 - acc: 0.013 - ETA: 113s - loss: 8.7350 - acc: 0.013 - ETA: 113s - loss: 8.7626 - acc: 0.013 - ETA: 113s - loss: 8.7642 - acc: 0.014 - ETA: 112s - loss: 8.7782 - acc: 0.014 - ETA: 112s - loss: 8.7551 - acc: 0.014 - ETA: 111s - loss: 8.7447 - acc: 0.014 - ETA: 111s - loss: 8.7227 - acc: 0.014 - ETA: 110s - loss: 8.7014 - acc: 0.014 - ETA: 110s - loss: 8.7038 - acc: 0.014 - ETA: 110s - loss: 8.6947 - acc: 0.014 - ETA: 109s - loss: 8.6971 - acc: 0.014 - ETA: 109s - loss: 8.6773 - acc: 0.014 - ETA: 108s - loss: 8.6471 - acc: 0.014 - ETA: 108s - loss: 8.6608 - acc: 0.014 - ETA: 107s - loss: 8.6741 - acc: 0.013 - ETA: 107s - loss: 8.6870 - acc: 0.013 - ETA: 107s - loss: 8.6376 - acc: 0.013 - ETA: 106s - loss: 8.5997 - acc: 0.013 - ETA: 106s - loss: 8.6333 - acc: 0.013 - ETA: 105s - loss: 8.5963 - acc: 0.013 - ETA: 105s - loss: 8.5996 - acc: 0.014 - ETA: 104s - loss: 8.5737 - acc: 0.013 - ETA: 104s - loss: 8.5579 - acc: 0.014 - ETA: 103s - loss: 8.5141 - acc: 0.014 - ETA: 103s - loss: 8.5276 - acc: 0.014 - ETA: 102s - loss: 8.5407 - acc: 0.013 - ETA: 102s - loss: 8.5353 - acc: 0.013 - ETA: 102s - loss: 8.5390 - acc: 0.014 - ETA: 101s - loss: 8.5336 - acc: 0.013 - ETA: 101s - loss: 8.5461 - acc: 0.013 - ETA: 100s - loss: 8.5321 - acc: 0.013 - ETA: 100s - loss: 8.5183 - acc: 0.013 - ETA: 100s - loss: 8.5306 - acc: 0.013 - ETA: 99s - loss: 8.5087 - acc: 0.013 - ETA: 99s - loss: 8.5292 - acc: 0.01 - ETA: 98s - loss: 8.5492 - acc: 0.01 - ETA: 98s - loss: 8.5360 - acc: 0.01 - ETA: 97s - loss: 8.5475 - acc: 0.01 - ETA: 97s - loss: 8.5587 - acc: 0.01 - ETA: 96s - loss: 8.5538 - acc: 0.01 - ETA: 96s - loss: 8.5252 - acc: 0.01 - ETA: 96s - loss: 8.5285 - acc: 0.01 - ETA: 95s - loss: 8.5085 - acc: 0.01 - ETA: 95s - loss: 8.4812 - acc: 0.01 - ETA: 95s - loss: 8.4772 - acc: 0.01 - ETA: 94s - loss: 8.4658 - acc: 0.01 - ETA: 94s - loss: 8.4545 - acc: 0.01 - ETA: 93s - loss: 8.4435 - acc: 0.01 - ETA: 93s - loss: 8.4400 - acc: 0.01 - ETA: 92s - loss: 8.4511 - acc: 0.01 - ETA: 92s - loss: 8.4620 - acc: 0.01 - ETA: 92s - loss: 8.4513 - acc: 0.01 - ETA: 91s - loss: 8.4408 - acc: 0.01 - ETA: 91s - loss: 8.4585 - acc: 0.01 - ETA: 90s - loss: 8.4551 - acc: 0.01 - ETA: 90s - loss: 8.4861 - acc: 0.01 - ETA: 89s - loss: 8.4688 - acc: 0.01 - ETA: 89s - loss: 8.4518 - acc: 0.01 - ETA: 89s - loss: 8.4553 - acc: 0.01 - ETA: 88s - loss: 8.4387 - acc: 0.01 - ETA: 88s - loss: 8.4290 - acc: 0.01 - ETA: 87s - loss: 8.4194 - acc: 0.01 - ETA: 87s - loss: 8.4230 - acc: 0.01 - ETA: 87s - loss: 8.4136 - acc: 0.01 - ETA: 86s - loss: 8.4428 - acc: 0.01 - ETA: 86s - loss: 8.4588 - acc: 0.01 - ETA: 85s - loss: 8.4620 - acc: 0.01 - ETA: 85s - loss: 8.4589 - acc: 0.01 - ETA: 85s - loss: 8.4496 - acc: 0.01 - ETA: 84s - loss: 8.4712 - acc: 0.01 - ETA: 84s - loss: 8.4742 - acc: 0.01 - ETA: 83s - loss: 8.4711 - acc: 0.01 - ETA: 83s - loss: 8.4800 - acc: 0.01 - ETA: 82s - loss: 8.4829 - acc: 0.01 - ETA: 82s - loss: 8.4976 - acc: 0.01 - ETA: 82s - loss: 8.5061 - acc: 0.01 - ETA: 81s - loss: 8.5087 - acc: 0.01 - ETA: 81s - loss: 8.4881 - acc: 0.01 - ETA: 80s - loss: 8.4850 - acc: 0.01 - ETA: 80s - loss: 8.4820 - acc: 0.01 - ETA: 80s - loss: 8.5017 - acc: 0.01 - ETA: 79s - loss: 8.5212 - acc: 0.01 - ETA: 79s - loss: 8.5292 - acc: 0.01 - ETA: 78s - loss: 8.5370 - acc: 0.01 - ETA: 78s - loss: 8.5393 - acc: 0.01 - ETA: 78s - loss: 8.5196 - acc: 0.01 - ETA: 77s - loss: 8.5219 - acc: 0.01 - ETA: 77s - loss: 8.5188 - acc: 0.01 - ETA: 76s - loss: 8.5211 - acc: 0.01 - ETA: 76s - loss: 8.5180 - acc: 0.01 - ETA: 75s - loss: 8.5044 - acc: 0.01 - ETA: 75s - loss: 8.5068 - acc: 0.01 - ETA: 75s - loss: 8.5196 - acc: 0.01 - ETA: 74s - loss: 8.5166 - acc: 0.01 - ETA: 74s - loss: 8.5033 - acc: 0.01 - ETA: 73s - loss: 8.5056 - acc: 0.01 - ETA: 73s - loss: 8.5028 - acc: 0.01 - ETA: 73s - loss: 8.5000 - acc: 0.01 - ETA: 72s - loss: 8.5073 - acc: 0.01 - ETA: 72s - loss: 8.5096 - acc: 0.01 - ETA: 71s - loss: 8.5167 - acc: 0.01 - ETA: 71s - loss: 8.5189 - acc: 0.01 - ETA: 70s - loss: 8.5210 - acc: 0.01 - ETA: 70s - loss: 8.5279 - acc: 0.01 - ETA: 70s - loss: 8.5348 - acc: 0.01 - ETA: 69s - loss: 8.5416 - acc: 0.01 - ETA: 69s - loss: 8.5292 - acc: 0.01 - ETA: 68s - loss: 8.5311 - acc: 0.01 - ETA: 68s - loss: 8.5236 - acc: 0.01 - ETA: 67s - loss: 8.5209 - acc: 0.01 - ETA: 67s - loss: 8.5182 - acc: 0.01 - ETA: 67s - loss: 8.5249 - acc: 0.01 - ETA: 66s - loss: 8.5315 - acc: 0.01 - ETA: 66s - loss: 8.5380 - acc: 0.01 - ETA: 65s - loss: 8.5444 - acc: 0.01 - ETA: 65s - loss: 8.5462 - acc: 0.01 - ETA: 65s - loss: 8.5390 - acc: 0.01 - ETA: 64s - loss: 8.5453 - acc: 0.01 - ETA: 64s - loss: 8.5515 - acc: 0.01 - ETA: 63s - loss: 8.5444 - acc: 0.01 - ETA: 63s - loss: 8.5550 - acc: 0.01 - ETA: 63s - loss: 8.5655 - acc: 0.01 - ETA: 62s - loss: 8.5846 - acc: 0.01 - ETA: 62s - loss: 8.5905 - acc: 0.01 - ETA: 61s - loss: 8.5920 - acc: 0.01 - ETA: 61s - loss: 8.5848 - acc: 0.01 - ETA: 60s - loss: 8.5906 - acc: 0.01 - ETA: 60s - loss: 8.5921 - acc: 0.01 - ETA: 60s - loss: 8.6020 - acc: 0.01 - ETA: 59s - loss: 8.5991 - acc: 0.01 - ETA: 59s - loss: 8.6005 - acc: 0.01 - ETA: 58s - loss: 8.6019 - acc: 0.01 - ETA: 58s - loss: 8.5991 - acc: 0.01 - ETA: 58s - loss: 8.5922 - acc: 0.01 - ETA: 57s - loss: 8.5936 - acc: 0.01 - ETA: 57s - loss: 8.5990 - acc: 0.01 - ETA: 56s - loss: 8.6085 - acc: 0.01 - ETA: 56s - loss: 8.5936 - acc: 0.01 - ETA: 55s - loss: 8.6071 - acc: 0.01 - ETA: 55s - loss: 8.6083 - acc: 0.01 - ETA: 55s - loss: 8.5976 - acc: 0.01 - ETA: 54s - loss: 8.5990 - acc: 0.01 - ETA: 54s - loss: 8.6003 - acc: 0.01 - ETA: 53s - loss: 8.6055 - acc: 0.01 - ETA: 53s - loss: 8.5989 - acc: 0.01 - ETA: 53s - loss: 8.5963 - acc: 0.01 - ETA: 52s - loss: 8.5899 - acc: 0.01 - ETA: 52s - loss: 8.5912 - acc: 0.01 - ETA: 51s - loss: 8.5771 - acc: 0.01056660/6680 [============================>.] - ETA: 51s - loss: 8.5823 - acc: 0.01 - ETA: 51s - loss: 8.5989 - acc: 0.01 - ETA: 50s - loss: 8.6001 - acc: 0.01 - ETA: 50s - loss: 8.5938 - acc: 0.01 - ETA: 49s - loss: 8.5801 - acc: 0.01 - ETA: 49s - loss: 8.5889 - acc: 0.01 - ETA: 48s - loss: 8.5864 - acc: 0.01 - ETA: 48s - loss: 8.5914 - acc: 0.01 - ETA: 48s - loss: 8.5890 - acc: 0.01 - ETA: 47s - loss: 8.5719 - acc: 0.01 - ETA: 47s - loss: 8.5769 - acc: 0.01 - ETA: 46s - loss: 8.5709 - acc: 0.01 - ETA: 46s - loss: 8.5614 - acc: 0.01 - ETA: 45s - loss: 8.5591 - acc: 0.01 - ETA: 45s - loss: 8.5748 - acc: 0.01 - ETA: 45s - loss: 8.5797 - acc: 0.01 - ETA: 44s - loss: 8.5774 - acc: 0.01 - ETA: 44s - loss: 8.5610 - acc: 0.01 - ETA: 43s - loss: 8.5553 - acc: 0.01 - ETA: 43s - loss: 8.5496 - acc: 0.01 - ETA: 43s - loss: 8.5545 - acc: 0.01 - ETA: 42s - loss: 8.5627 - acc: 0.01 - ETA: 42s - loss: 8.5710 - acc: 0.01 - ETA: 41s - loss: 8.5619 - acc: 0.01 - ETA: 41s - loss: 8.5632 - acc: 0.01 - ETA: 40s - loss: 8.5679 - acc: 0.01 - ETA: 40s - loss: 8.5657 - acc: 0.01 - ETA: 40s - loss: 8.5602 - acc: 0.01 - ETA: 39s - loss: 8.5581 - acc: 0.01 - ETA: 39s - loss: 8.5728 - acc: 0.01 - ETA: 38s - loss: 8.5807 - acc: 0.01 - ETA: 38s - loss: 8.5752 - acc: 0.01 - ETA: 38s - loss: 8.5797 - acc: 0.01 - ETA: 37s - loss: 8.5842 - acc: 0.01 - ETA: 37s - loss: 8.5722 - acc: 0.01 - ETA: 36s - loss: 8.5603 - acc: 0.01 - ETA: 36s - loss: 8.5583 - acc: 0.01 - ETA: 35s - loss: 8.5660 - acc: 0.01 - ETA: 35s - loss: 8.5704 - acc: 0.01 - ETA: 35s - loss: 8.5813 - acc: 0.01 - ETA: 34s - loss: 8.5856 - acc: 0.01 - ETA: 34s - loss: 8.5899 - acc: 0.01 - ETA: 33s - loss: 8.5910 - acc: 0.01 - ETA: 33s - loss: 8.5921 - acc: 0.01 - ETA: 33s - loss: 8.5742 - acc: 0.01 - ETA: 32s - loss: 8.5690 - acc: 0.01 - ETA: 32s - loss: 8.5702 - acc: 0.01 - ETA: 31s - loss: 8.5713 - acc: 0.01 - ETA: 31s - loss: 8.5694 - acc: 0.01 - ETA: 30s - loss: 8.5705 - acc: 0.01 - ETA: 30s - loss: 8.5778 - acc: 0.01 - ETA: 30s - loss: 8.5727 - acc: 0.01 - ETA: 29s - loss: 8.5708 - acc: 0.01 - ETA: 29s - loss: 8.5811 - acc: 0.01 - ETA: 28s - loss: 8.5760 - acc: 0.01 - ETA: 28s - loss: 8.5802 - acc: 0.01 - ETA: 28s - loss: 8.5812 - acc: 0.01 - ETA: 27s - loss: 8.5793 - acc: 0.01 - ETA: 27s - loss: 8.5833 - acc: 0.01 - ETA: 26s - loss: 8.5784 - acc: 0.01 - ETA: 26s - loss: 8.5765 - acc: 0.01 - ETA: 25s - loss: 8.5805 - acc: 0.01 - ETA: 25s - loss: 8.5816 - acc: 0.01 - ETA: 25s - loss: 8.5797 - acc: 0.01 - ETA: 24s - loss: 8.5778 - acc: 0.01 - ETA: 24s - loss: 8.5759 - acc: 0.01 - ETA: 23s - loss: 8.5798 - acc: 0.01 - ETA: 23s - loss: 8.5838 - acc: 0.01 - ETA: 23s - loss: 8.5848 - acc: 0.01 - ETA: 22s - loss: 8.5858 - acc: 0.01 - ETA: 22s - loss: 8.5810 - acc: 0.01 - ETA: 21s - loss: 8.5735 - acc: 0.01 - ETA: 21s - loss: 8.5859 - acc: 0.01 - ETA: 20s - loss: 8.5869 - acc: 0.01 - ETA: 20s - loss: 8.5907 - acc: 0.01 - ETA: 20s - loss: 8.5916 - acc: 0.01 - ETA: 19s - loss: 8.5954 - acc: 0.01 - ETA: 19s - loss: 8.5907 - acc: 0.01 - ETA: 18s - loss: 8.5805 - acc: 0.01 - ETA: 18s - loss: 8.5787 - acc: 0.01 - ETA: 17s - loss: 8.5742 - acc: 0.01 - ETA: 17s - loss: 8.5724 - acc: 0.01 - ETA: 17s - loss: 8.5761 - acc: 0.01 - ETA: 16s - loss: 8.5826 - acc: 0.01 - ETA: 16s - loss: 8.5863 - acc: 0.01 - ETA: 15s - loss: 8.5900 - acc: 0.01 - ETA: 15s - loss: 8.5909 - acc: 0.01 - ETA: 15s - loss: 8.5918 - acc: 0.01 - ETA: 14s - loss: 8.5927 - acc: 0.01 - ETA: 14s - loss: 8.5990 - acc: 0.01 - ETA: 13s - loss: 8.5999 - acc: 0.01 - ETA: 13s - loss: 8.6034 - acc: 0.01 - ETA: 12s - loss: 8.5937 - acc: 0.01 - ETA: 12s - loss: 8.5866 - acc: 0.01 - ETA: 12s - loss: 8.5769 - acc: 0.01 - ETA: 11s - loss: 8.5673 - acc: 0.01 - ETA: 11s - loss: 8.5578 - acc: 0.01 - ETA: 10s - loss: 8.5640 - acc: 0.01 - ETA: 10s - loss: 8.5728 - acc: 0.01 - ETA: 10s - loss: 8.5764 - acc: 0.01 - ETA: 9s - loss: 8.5903 - acc: 0.0105 - ETA: 9s - loss: 8.5860 - acc: 0.010 - ETA: 8s - loss: 8.5766 - acc: 0.010 - ETA: 8s - loss: 8.5852 - acc: 0.010 - ETA: 7s - loss: 8.5759 - acc: 0.010 - ETA: 7s - loss: 8.5793 - acc: 0.010 - ETA: 7s - loss: 8.5853 - acc: 0.010 - ETA: 6s - loss: 8.5938 - acc: 0.010 - ETA: 6s - loss: 8.5921 - acc: 0.010 - ETA: 5s - loss: 8.5980 - acc: 0.010 - ETA: 5s - loss: 8.5913 - acc: 0.010 - ETA: 5s - loss: 8.5871 - acc: 0.010 - ETA: 4s - loss: 8.5930 - acc: 0.010 - ETA: 4s - loss: 8.5938 - acc: 0.010 - ETA: 3s - loss: 8.5922 - acc: 0.010 - ETA: 3s - loss: 8.5881 - acc: 0.010 - ETA: 2s - loss: 8.6012 - acc: 0.010 - ETA: 2s - loss: 8.6045 - acc: 0.010 - ETA: 2s - loss: 8.6004 - acc: 0.010 - ETA: 1s - loss: 8.6012 - acc: 0.010 - ETA: 1s - loss: 8.5971 - acc: 0.011 - ETA: 0s - loss: 8.5955 - acc: 0.011 - ETA: 0s - loss: 8.5963 - acc: 0.0110Epoch 00005: val_loss did not improve 6680/6680 [==============================] - 146s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 7/10 4200/6680 [=================>............] - ETA: 135s - loss: 8.8650 - acc: 0.050 - ETA: 139s - loss: 10.0738 - acc: 0.02 - ETA: 136s - loss: 9.6709 - acc: 0.0167 - ETA: 136s - loss: 9.0664 - acc: 0.012 - ETA: 136s - loss: 9.0261 - acc: 0.010 - ETA: 135s - loss: 8.7306 - acc: 0.016 - ETA: 136s - loss: 8.5196 - acc: 0.021 - ETA: 136s - loss: 8.9657 - acc: 0.018 - ETA: 136s - loss: 8.8650 - acc: 0.022 - ETA: 135s - loss: 8.9455 - acc: 0.020 - ETA: 134s - loss: 9.1580 - acc: 0.018 - ETA: 134s - loss: 9.0664 - acc: 0.016 - ETA: 133s - loss: 9.0509 - acc: 0.019 - ETA: 133s - loss: 8.9801 - acc: 0.017 - ETA: 133s - loss: 8.9187 - acc: 0.016 - ETA: 133s - loss: 8.9657 - acc: 0.015 - ETA: 132s - loss: 8.9124 - acc: 0.014 - ETA: 132s - loss: 9.0888 - acc: 0.013 - ETA: 132s - loss: 9.1194 - acc: 0.013 - ETA: 131s - loss: 9.0261 - acc: 0.015 - ETA: 131s - loss: 9.0952 - acc: 0.014 - ETA: 131s - loss: 9.0847 - acc: 0.013 - ETA: 130s - loss: 9.1102 - acc: 0.013 - ETA: 130s - loss: 8.9321 - acc: 0.012 - ETA: 130s - loss: 9.0261 - acc: 0.012 - ETA: 129s - loss: 9.0819 - acc: 0.011 - ETA: 129s - loss: 9.0739 - acc: 0.011 - ETA: 128s - loss: 9.1816 - acc: 0.010 - ETA: 128s - loss: 9.1984 - acc: 0.010 - ETA: 127s - loss: 9.2948 - acc: 0.010 - ETA: 127s - loss: 9.2289 - acc: 0.011 - ETA: 127s - loss: 9.1420 - acc: 0.012 - ETA: 126s - loss: 9.1336 - acc: 0.013 - ETA: 126s - loss: 9.1731 - acc: 0.013 - ETA: 126s - loss: 9.0952 - acc: 0.012 - ETA: 125s - loss: 9.1112 - acc: 0.012 - ETA: 125s - loss: 9.1045 - acc: 0.012 - ETA: 125s - loss: 9.0134 - acc: 0.013 - ETA: 124s - loss: 9.0509 - acc: 0.012 - ETA: 124s - loss: 9.0866 - acc: 0.012 - ETA: 123s - loss: 9.0025 - acc: 0.012 - ETA: 123s - loss: 9.0185 - acc: 0.011 - ETA: 122s - loss: 9.0524 - acc: 0.011 - ETA: 122s - loss: 9.0664 - acc: 0.011 - ETA: 122s - loss: 9.0799 - acc: 0.011 - ETA: 121s - loss: 9.0927 - acc: 0.010 - ETA: 121s - loss: 9.0021 - acc: 0.010 - ETA: 120s - loss: 8.9657 - acc: 0.011 - ETA: 120s - loss: 8.9472 - acc: 0.012 - ETA: 119s - loss: 8.8811 - acc: 0.012 - ETA: 119s - loss: 8.8650 - acc: 0.011 - ETA: 119s - loss: 8.8959 - acc: 0.011 - ETA: 118s - loss: 8.9258 - acc: 0.011 - ETA: 118s - loss: 8.8799 - acc: 0.012 - ETA: 117s - loss: 8.9236 - acc: 0.011 - ETA: 117s - loss: 8.9513 - acc: 0.011 - ETA: 116s - loss: 8.9781 - acc: 0.011 - ETA: 116s - loss: 8.9900 - acc: 0.011 - ETA: 116s - loss: 8.9469 - acc: 0.011 - ETA: 115s - loss: 8.9187 - acc: 0.010 - ETA: 115s - loss: 8.9178 - acc: 0.010 - ETA: 114s - loss: 8.9039 - acc: 0.010 - ETA: 114s - loss: 8.9033 - acc: 0.010 - ETA: 113s - loss: 8.8901 - acc: 0.010 - ETA: 113s - loss: 8.9145 - acc: 0.010 - ETA: 113s - loss: 8.8650 - acc: 0.010 - ETA: 112s - loss: 8.8409 - acc: 0.010 - ETA: 112s - loss: 8.8887 - acc: 0.010 - ETA: 111s - loss: 8.8533 - acc: 0.010 - ETA: 111s - loss: 8.8419 - acc: 0.010 - ETA: 110s - loss: 8.8536 - acc: 0.009 - ETA: 110s - loss: 8.8538 - acc: 0.010 - ETA: 110s - loss: 8.8429 - acc: 0.010 - ETA: 109s - loss: 8.8323 - acc: 0.010 - ETA: 109s - loss: 8.8327 - acc: 0.010 - ETA: 108s - loss: 8.8331 - acc: 0.010 - ETA: 108s - loss: 8.8336 - acc: 0.011 - ETA: 108s - loss: 8.8340 - acc: 0.011 - ETA: 107s - loss: 8.8445 - acc: 0.011 - ETA: 107s - loss: 8.8146 - acc: 0.011 - ETA: 107s - loss: 8.8053 - acc: 0.011 - ETA: 106s - loss: 8.8158 - acc: 0.011 - ETA: 106s - loss: 8.8067 - acc: 0.011 - ETA: 105s - loss: 8.7978 - acc: 0.011 - ETA: 105s - loss: 8.8081 - acc: 0.011 - ETA: 104s - loss: 8.8275 - acc: 0.011 - ETA: 104s - loss: 8.8001 - acc: 0.010 - ETA: 104s - loss: 8.7642 - acc: 0.010 - ETA: 103s - loss: 8.8016 - acc: 0.010 - ETA: 103s - loss: 8.7844 - acc: 0.010 - ETA: 102s - loss: 8.7410 - acc: 0.010 - ETA: 102s - loss: 8.7336 - acc: 0.010 - ETA: 102s - loss: 8.7176 - acc: 0.010 - ETA: 101s - loss: 8.7106 - acc: 0.010 - ETA: 101s - loss: 8.7038 - acc: 0.010 - ETA: 100s - loss: 8.6971 - acc: 0.009 - ETA: 100s - loss: 8.6739 - acc: 0.009 - ETA: 100s - loss: 8.6758 - acc: 0.010 - ETA: 99s - loss: 8.7021 - acc: 0.010 - ETA: 99s - loss: 8.6715 - acc: 0.01 - ETA: 98s - loss: 8.6735 - acc: 0.01 - ETA: 98s - loss: 8.6595 - acc: 0.01 - ETA: 98s - loss: 8.6537 - acc: 0.01 - ETA: 97s - loss: 8.6170 - acc: 0.01 - ETA: 97s - loss: 8.6193 - acc: 0.01 - ETA: 96s - loss: 8.6293 - acc: 0.00 - ETA: 96s - loss: 8.6465 - acc: 0.00 - ETA: 96s - loss: 8.6262 - acc: 0.00 - ETA: 95s - loss: 8.6062 - acc: 0.01 - ETA: 95s - loss: 8.6085 - acc: 0.01 - ETA: 94s - loss: 8.6108 - acc: 0.01 - ETA: 94s - loss: 8.6059 - acc: 0.01 - ETA: 94s - loss: 8.6082 - acc: 0.01 - ETA: 93s - loss: 8.6175 - acc: 0.01 - ETA: 93s - loss: 8.6057 - acc: 0.01 - ETA: 92s - loss: 8.5801 - acc: 0.01 - ETA: 92s - loss: 8.6170 - acc: 0.01 - ETA: 91s - loss: 8.6464 - acc: 0.01 - ETA: 91s - loss: 8.6279 - acc: 0.01 - ETA: 91s - loss: 8.6568 - acc: 0.01 - ETA: 90s - loss: 8.6518 - acc: 0.01 - ETA: 90s - loss: 8.6866 - acc: 0.01 - ETA: 89s - loss: 8.6749 - acc: 0.01 - ETA: 89s - loss: 8.6830 - acc: 0.01 - ETA: 88s - loss: 8.6973 - acc: 0.01 - ETA: 88s - loss: 8.6731 - acc: 0.01 - ETA: 88s - loss: 8.6746 - acc: 0.01 - ETA: 87s - loss: 8.6824 - acc: 0.01 - ETA: 87s - loss: 8.6650 - acc: 0.01 - ETA: 86s - loss: 8.6728 - acc: 0.01 - ETA: 86s - loss: 8.6681 - acc: 0.01 - ETA: 85s - loss: 8.6696 - acc: 0.01 - ETA: 85s - loss: 8.6711 - acc: 0.01 - ETA: 84s - loss: 8.6785 - acc: 0.01 - ETA: 84s - loss: 8.6739 - acc: 0.01 - ETA: 84s - loss: 8.6516 - acc: 0.01 - ETA: 83s - loss: 8.6591 - acc: 0.01 - ETA: 83s - loss: 8.6722 - acc: 0.01 - ETA: 82s - loss: 8.6678 - acc: 0.01 - ETA: 82s - loss: 8.6807 - acc: 0.01 - ETA: 81s - loss: 8.6649 - acc: 0.01 - ETA: 81s - loss: 8.6663 - acc: 0.01 - ETA: 81s - loss: 8.6621 - acc: 0.01 - ETA: 80s - loss: 8.6523 - acc: 0.01 - ETA: 80s - loss: 8.6204 - acc: 0.01 - ETA: 79s - loss: 8.6331 - acc: 0.01 - ETA: 79s - loss: 8.6237 - acc: 0.01 - ETA: 78s - loss: 8.6145 - acc: 0.01 - ETA: 78s - loss: 8.6107 - acc: 0.01 - ETA: 78s - loss: 8.6124 - acc: 0.01 - ETA: 77s - loss: 8.6141 - acc: 0.01 - ETA: 77s - loss: 8.6105 - acc: 0.01 - ETA: 76s - loss: 8.6069 - acc: 0.01 - ETA: 76s - loss: 8.6085 - acc: 0.01 - ETA: 76s - loss: 8.6154 - acc: 0.01 - ETA: 75s - loss: 8.6221 - acc: 0.01 - ETA: 75s - loss: 8.6186 - acc: 0.01 - ETA: 74s - loss: 8.5946 - acc: 0.01 - ETA: 74s - loss: 8.5912 - acc: 0.01 - ETA: 73s - loss: 8.5879 - acc: 0.01 - ETA: 73s - loss: 8.5846 - acc: 0.01 - ETA: 73s - loss: 8.5714 - acc: 0.01 - ETA: 72s - loss: 8.5485 - acc: 0.01 - ETA: 72s - loss: 8.5455 - acc: 0.01 - ETA: 71s - loss: 8.5475 - acc: 0.01 - ETA: 71s - loss: 8.5300 - acc: 0.01 - ETA: 70s - loss: 8.5271 - acc: 0.01 - ETA: 70s - loss: 8.5388 - acc: 0.01 - ETA: 70s - loss: 8.5598 - acc: 0.01 - ETA: 69s - loss: 8.5805 - acc: 0.01 - ETA: 69s - loss: 8.5822 - acc: 0.01 - ETA: 68s - loss: 8.5651 - acc: 0.01 - ETA: 68s - loss: 8.5715 - acc: 0.01 - ETA: 67s - loss: 8.5732 - acc: 0.01 - ETA: 67s - loss: 8.5702 - acc: 0.01 - ETA: 67s - loss: 8.5856 - acc: 0.01 - ETA: 66s - loss: 8.5781 - acc: 0.01 - ETA: 66s - loss: 8.5888 - acc: 0.01 - ETA: 65s - loss: 8.5948 - acc: 0.01 - ETA: 65s - loss: 8.5874 - acc: 0.01 - ETA: 65s - loss: 8.5978 - acc: 0.01 - ETA: 64s - loss: 8.5904 - acc: 0.01 - ETA: 64s - loss: 8.5963 - acc: 0.01 - ETA: 63s - loss: 8.6109 - acc: 0.01 - ETA: 63s - loss: 8.6123 - acc: 0.01 - ETA: 62s - loss: 8.6050 - acc: 0.01 - ETA: 62s - loss: 8.6150 - acc: 0.01 - ETA: 62s - loss: 8.5992 - acc: 0.01 - ETA: 61s - loss: 8.5878 - acc: 0.01 - ETA: 61s - loss: 8.6020 - acc: 0.01 - ETA: 60s - loss: 8.6076 - acc: 0.01 - ETA: 60s - loss: 8.6005 - acc: 0.01 - ETA: 59s - loss: 8.6019 - acc: 0.01 - ETA: 59s - loss: 8.6074 - acc: 0.01 - ETA: 59s - loss: 8.6087 - acc: 0.01 - ETA: 58s - loss: 8.6141 - acc: 0.01 - ETA: 58s - loss: 8.6154 - acc: 0.01 - ETA: 57s - loss: 8.6167 - acc: 0.01 - ETA: 57s - loss: 8.6139 - acc: 0.01 - ETA: 56s - loss: 8.6111 - acc: 0.01 - ETA: 56s - loss: 8.6164 - acc: 0.01 - ETA: 56s - loss: 8.6136 - acc: 0.01 - ETA: 55s - loss: 8.6109 - acc: 0.01 - ETA: 55s - loss: 8.6121 - acc: 0.01 - ETA: 54s - loss: 8.5976 - acc: 0.01 - ETA: 54s - loss: 8.5911 - acc: 0.01 - ETA: 54s - loss: 8.5769 - acc: 0.01 - ETA: 53s - loss: 8.5705 - acc: 0.01 - ETA: 53s - loss: 8.5565 - acc: 0.01 - ETA: 52s - loss: 8.5464 - acc: 0.01196660/6680 [============================>.] - ETA: 52s - loss: 8.5441 - acc: 0.01 - ETA: 51s - loss: 8.5494 - acc: 0.01 - ETA: 51s - loss: 8.5547 - acc: 0.01 - ETA: 50s - loss: 8.5561 - acc: 0.01 - ETA: 50s - loss: 8.5613 - acc: 0.01 - ETA: 50s - loss: 8.5515 - acc: 0.01 - ETA: 49s - loss: 8.5567 - acc: 0.01 - ETA: 49s - loss: 8.5655 - acc: 0.01 - ETA: 48s - loss: 8.5632 - acc: 0.01 - ETA: 48s - loss: 8.5536 - acc: 0.01 - ETA: 47s - loss: 8.5513 - acc: 0.01 - ETA: 47s - loss: 8.5346 - acc: 0.01 - ETA: 47s - loss: 8.5325 - acc: 0.01 - ETA: 46s - loss: 8.5412 - acc: 0.01 - ETA: 46s - loss: 8.5498 - acc: 0.01 - ETA: 45s - loss: 8.5690 - acc: 0.01 - ETA: 45s - loss: 8.5703 - acc: 0.01 - ETA: 44s - loss: 8.5716 - acc: 0.01 - ETA: 44s - loss: 8.5764 - acc: 0.01 - ETA: 44s - loss: 8.5811 - acc: 0.01 - ETA: 43s - loss: 8.5963 - acc: 0.01 - ETA: 43s - loss: 8.5905 - acc: 0.01 - ETA: 42s - loss: 8.5779 - acc: 0.01 - ETA: 42s - loss: 8.5688 - acc: 0.01 - ETA: 41s - loss: 8.5666 - acc: 0.01 - ETA: 41s - loss: 8.5713 - acc: 0.01 - ETA: 41s - loss: 8.5623 - acc: 0.01 - ETA: 40s - loss: 8.5602 - acc: 0.01 - ETA: 40s - loss: 8.5581 - acc: 0.01 - ETA: 39s - loss: 8.5661 - acc: 0.01 - ETA: 39s - loss: 8.5673 - acc: 0.01 - ETA: 38s - loss: 8.5752 - acc: 0.01 - ETA: 38s - loss: 8.5831 - acc: 0.01 - ETA: 38s - loss: 8.5908 - acc: 0.01 - ETA: 37s - loss: 8.5854 - acc: 0.01 - ETA: 37s - loss: 8.5865 - acc: 0.01 - ETA: 36s - loss: 8.5811 - acc: 0.01 - ETA: 36s - loss: 8.5822 - acc: 0.01 - ETA: 35s - loss: 8.5801 - acc: 0.01 - ETA: 35s - loss: 8.5877 - acc: 0.01 - ETA: 35s - loss: 8.5792 - acc: 0.01 - ETA: 34s - loss: 8.5867 - acc: 0.01 - ETA: 34s - loss: 8.5846 - acc: 0.01 - ETA: 33s - loss: 8.5826 - acc: 0.01 - ETA: 33s - loss: 8.5742 - acc: 0.01 - ETA: 32s - loss: 8.5753 - acc: 0.01 - ETA: 32s - loss: 8.5733 - acc: 0.01 - ETA: 32s - loss: 8.5901 - acc: 0.01 - ETA: 31s - loss: 8.5787 - acc: 0.01 - ETA: 31s - loss: 8.5705 - acc: 0.01 - ETA: 30s - loss: 8.5624 - acc: 0.01 - ETA: 30s - loss: 8.5697 - acc: 0.01 - ETA: 29s - loss: 8.5677 - acc: 0.01 - ETA: 29s - loss: 8.5658 - acc: 0.01 - ETA: 29s - loss: 8.5639 - acc: 0.01 - ETA: 28s - loss: 8.5468 - acc: 0.01 - ETA: 28s - loss: 8.5450 - acc: 0.01 - ETA: 27s - loss: 8.5492 - acc: 0.01 - ETA: 27s - loss: 8.5594 - acc: 0.01 - ETA: 26s - loss: 8.5575 - acc: 0.01 - ETA: 26s - loss: 8.5646 - acc: 0.01 - ETA: 26s - loss: 8.5746 - acc: 0.01 - ETA: 25s - loss: 8.5727 - acc: 0.01 - ETA: 25s - loss: 8.5738 - acc: 0.01 - ETA: 24s - loss: 8.5690 - acc: 0.01 - ETA: 24s - loss: 8.5700 - acc: 0.01 - ETA: 24s - loss: 8.5711 - acc: 0.01 - ETA: 23s - loss: 8.5722 - acc: 0.01 - ETA: 23s - loss: 8.5674 - acc: 0.01 - ETA: 22s - loss: 8.5627 - acc: 0.01 - ETA: 22s - loss: 8.5724 - acc: 0.01 - ETA: 21s - loss: 8.5763 - acc: 0.01 - ETA: 21s - loss: 8.5716 - acc: 0.01 - ETA: 21s - loss: 8.5670 - acc: 0.01 - ETA: 20s - loss: 8.5539 - acc: 0.01 - ETA: 20s - loss: 8.5522 - acc: 0.01 - ETA: 19s - loss: 8.5561 - acc: 0.01 - ETA: 19s - loss: 8.5599 - acc: 0.01 - ETA: 18s - loss: 8.5721 - acc: 0.01 - ETA: 18s - loss: 8.5787 - acc: 0.01 - ETA: 18s - loss: 8.5769 - acc: 0.01 - ETA: 17s - loss: 8.5724 - acc: 0.01 - ETA: 17s - loss: 8.5761 - acc: 0.01 - ETA: 16s - loss: 8.5771 - acc: 0.01 - ETA: 16s - loss: 8.5644 - acc: 0.01 - ETA: 16s - loss: 8.5682 - acc: 0.01 - ETA: 15s - loss: 8.5692 - acc: 0.01 - ETA: 15s - loss: 8.5702 - acc: 0.01 - ETA: 14s - loss: 8.5712 - acc: 0.01 - ETA: 14s - loss: 8.5695 - acc: 0.01 - ETA: 13s - loss: 8.5758 - acc: 0.01 - ETA: 13s - loss: 8.5767 - acc: 0.01 - ETA: 13s - loss: 8.5857 - acc: 0.01 - ETA: 12s - loss: 8.5919 - acc: 0.01 - ETA: 12s - loss: 8.5954 - acc: 0.01 - ETA: 11s - loss: 8.5805 - acc: 0.01 - ETA: 11s - loss: 8.5762 - acc: 0.01 - ETA: 10s - loss: 8.5797 - acc: 0.01 - ETA: 10s - loss: 8.5937 - acc: 0.01 - ETA: 10s - loss: 8.5842 - acc: 0.01 - ETA: 9s - loss: 8.5825 - acc: 0.0109 - ETA: 9s - loss: 8.5705 - acc: 0.011 - ETA: 8s - loss: 8.5766 - acc: 0.011 - ETA: 8s - loss: 8.5775 - acc: 0.011 - ETA: 8s - loss: 8.5810 - acc: 0.011 - ETA: 7s - loss: 8.5946 - acc: 0.010 - ETA: 7s - loss: 8.5828 - acc: 0.010 - ETA: 6s - loss: 8.5786 - acc: 0.010 - ETA: 6s - loss: 8.5719 - acc: 0.010 - ETA: 5s - loss: 8.5728 - acc: 0.010 - ETA: 5s - loss: 8.5737 - acc: 0.010 - ETA: 5s - loss: 8.5721 - acc: 0.010 - ETA: 4s - loss: 8.5705 - acc: 0.010 - ETA: 4s - loss: 8.5714 - acc: 0.010 - ETA: 3s - loss: 8.5773 - acc: 0.010 - ETA: 3s - loss: 8.5807 - acc: 0.010 - ETA: 2s - loss: 8.5840 - acc: 0.010 - ETA: 2s - loss: 8.5824 - acc: 0.010 - ETA: 2s - loss: 8.5833 - acc: 0.010 - ETA: 1s - loss: 8.5817 - acc: 0.010 - ETA: 1s - loss: 8.5874 - acc: 0.010 - ETA: 0s - loss: 8.5931 - acc: 0.011 - ETA: 0s - loss: 8.5939 - acc: 0.0110Epoch 00006: val_loss did not improve 6680/6680 [==============================] - 147s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 8/10 4200/6680 [=================>............] - ETA: 135s - loss: 7.2531 - acc: 0.050 - ETA: 136s - loss: 6.0443 - acc: 0.050 - ETA: 134s - loss: 7.2531 - acc: 0.050 - ETA: 134s - loss: 8.4620 - acc: 0.037 - ETA: 134s - loss: 8.0590 - acc: 0.030 - ETA: 137s - loss: 8.0590 - acc: 0.025 - ETA: 136s - loss: 8.7498 - acc: 0.021 - ETA: 137s - loss: 8.7642 - acc: 0.025 - ETA: 137s - loss: 8.8650 - acc: 0.022 - ETA: 137s - loss: 8.8650 - acc: 0.025 - ETA: 137s - loss: 9.1580 - acc: 0.022 - ETA: 136s - loss: 9.0664 - acc: 0.020 - ETA: 136s - loss: 8.8650 - acc: 0.023 - ETA: 136s - loss: 8.8650 - acc: 0.021 - ETA: 135s - loss: 8.8650 - acc: 0.023 - ETA: 135s - loss: 8.8650 - acc: 0.021 - ETA: 135s - loss: 8.8175 - acc: 0.020 - ETA: 135s - loss: 8.9097 - acc: 0.019 - ETA: 134s - loss: 8.9922 - acc: 0.018 - ETA: 133s - loss: 9.2276 - acc: 0.017 - ETA: 133s - loss: 9.2871 - acc: 0.016 - ETA: 132s - loss: 9.3778 - acc: 0.015 - ETA: 132s - loss: 9.2153 - acc: 0.015 - ETA: 131s - loss: 9.2679 - acc: 0.014 - ETA: 130s - loss: 9.1551 - acc: 0.014 - ETA: 130s - loss: 9.2369 - acc: 0.013 - ETA: 129s - loss: 9.2828 - acc: 0.013 - ETA: 128s - loss: 9.2967 - acc: 0.012 - ETA: 128s - loss: 9.2818 - acc: 0.013 - ETA: 127s - loss: 9.2948 - acc: 0.013 - ETA: 127s - loss: 9.3069 - acc: 0.012 - ETA: 126s - loss: 9.2931 - acc: 0.014 - ETA: 126s - loss: 9.2313 - acc: 0.013 - ETA: 126s - loss: 9.1731 - acc: 0.013 - ETA: 125s - loss: 9.1643 - acc: 0.012 - ETA: 125s - loss: 9.1784 - acc: 0.012 - ETA: 124s - loss: 9.1699 - acc: 0.012 - ETA: 123s - loss: 9.0558 - acc: 0.011 - ETA: 123s - loss: 9.0096 - acc: 0.011 - ETA: 123s - loss: 9.0261 - acc: 0.011 - ETA: 122s - loss: 9.0222 - acc: 0.011 - ETA: 121s - loss: 9.0376 - acc: 0.010 - ETA: 121s - loss: 9.0149 - acc: 0.010 - ETA: 120s - loss: 8.9932 - acc: 0.010 - ETA: 120s - loss: 9.0261 - acc: 0.011 - ETA: 119s - loss: 8.9526 - acc: 0.010 - ETA: 119s - loss: 8.8992 - acc: 0.011 - ETA: 118s - loss: 8.9321 - acc: 0.011 - ETA: 118s - loss: 8.9801 - acc: 0.011 - ETA: 117s - loss: 9.0100 - acc: 0.011 - ETA: 117s - loss: 8.9914 - acc: 0.010 - ETA: 116s - loss: 8.9734 - acc: 0.010 - ETA: 116s - loss: 8.9106 - acc: 0.010 - ETA: 115s - loss: 8.8948 - acc: 0.011 - ETA: 115s - loss: 8.8943 - acc: 0.011 - ETA: 115s - loss: 8.9369 - acc: 0.011 - ETA: 115s - loss: 8.9356 - acc: 0.011 - ETA: 114s - loss: 8.9483 - acc: 0.011 - ETA: 114s - loss: 8.9606 - acc: 0.011 - ETA: 113s - loss: 8.9724 - acc: 0.011 - ETA: 113s - loss: 8.9442 - acc: 0.011 - ETA: 112s - loss: 8.8780 - acc: 0.011 - ETA: 112s - loss: 8.8522 - acc: 0.012 - ETA: 112s - loss: 8.8398 - acc: 0.012 - ETA: 111s - loss: 8.8650 - acc: 0.012 - ETA: 111s - loss: 8.9016 - acc: 0.012 - ETA: 110s - loss: 8.8770 - acc: 0.011 - ETA: 110s - loss: 8.8650 - acc: 0.011 - ETA: 109s - loss: 8.8416 - acc: 0.011 - ETA: 109s - loss: 8.8189 - acc: 0.011 - ETA: 109s - loss: 8.8309 - acc: 0.011 - ETA: 108s - loss: 8.7754 - acc: 0.011 - ETA: 108s - loss: 8.7877 - acc: 0.011 - ETA: 107s - loss: 8.7452 - acc: 0.010 - ETA: 107s - loss: 8.7468 - acc: 0.010 - ETA: 107s - loss: 8.7483 - acc: 0.010 - ETA: 106s - loss: 8.7289 - acc: 0.011 - ETA: 105s - loss: 8.7100 - acc: 0.010 - ETA: 105s - loss: 8.7119 - acc: 0.011 - ETA: 105s - loss: 8.7138 - acc: 0.011 - ETA: 104s - loss: 8.7356 - acc: 0.011 - ETA: 104s - loss: 8.7470 - acc: 0.011 - ETA: 103s - loss: 8.7581 - acc: 0.010 - ETA: 103s - loss: 8.7882 - acc: 0.010 - ETA: 102s - loss: 8.7701 - acc: 0.010 - ETA: 102s - loss: 8.7994 - acc: 0.011 - ETA: 102s - loss: 8.8001 - acc: 0.011 - ETA: 101s - loss: 8.7917 - acc: 0.011 - ETA: 101s - loss: 8.8197 - acc: 0.011 - ETA: 100s - loss: 8.7933 - acc: 0.012 - ETA: 100s - loss: 8.7941 - acc: 0.012 - ETA: 99s - loss: 8.8036 - acc: 0.012 - ETA: 99s - loss: 8.7956 - acc: 0.01 - ETA: 99s - loss: 8.7792 - acc: 0.01 - ETA: 98s - loss: 8.7801 - acc: 0.01 - ETA: 98s - loss: 8.7558 - acc: 0.01 - ETA: 98s - loss: 8.7486 - acc: 0.01 - ETA: 97s - loss: 8.7580 - acc: 0.01 - ETA: 97s - loss: 8.7591 - acc: 0.01 - ETA: 96s - loss: 8.7602 - acc: 0.01 - ETA: 96s - loss: 8.7453 - acc: 0.01 - ETA: 95s - loss: 8.7464 - acc: 0.01 - ETA: 95s - loss: 8.7241 - acc: 0.01 - ETA: 95s - loss: 8.7177 - acc: 0.01 - ETA: 94s - loss: 8.6884 - acc: 0.01 - ETA: 94s - loss: 8.7053 - acc: 0.01 - ETA: 93s - loss: 8.7294 - acc: 0.01 - ETA: 93s - loss: 8.7306 - acc: 0.01 - ETA: 93s - loss: 8.7319 - acc: 0.01 - ETA: 92s - loss: 8.7258 - acc: 0.01 - ETA: 92s - loss: 8.7343 - acc: 0.01 - ETA: 91s - loss: 8.6995 - acc: 0.01 - ETA: 91s - loss: 8.6867 - acc: 0.01 - ETA: 90s - loss: 8.6741 - acc: 0.01 - ETA: 90s - loss: 8.6757 - acc: 0.01 - ETA: 89s - loss: 8.6565 - acc: 0.01 - ETA: 89s - loss: 8.6583 - acc: 0.01 - ETA: 89s - loss: 8.6396 - acc: 0.01 - ETA: 88s - loss: 8.6550 - acc: 0.01 - ETA: 88s - loss: 8.6433 - acc: 0.01 - ETA: 87s - loss: 8.6585 - acc: 0.01 - ETA: 87s - loss: 8.6470 - acc: 0.01 - ETA: 86s - loss: 8.6225 - acc: 0.01 - ETA: 86s - loss: 8.6180 - acc: 0.01 - ETA: 85s - loss: 8.6264 - acc: 0.01 - ETA: 85s - loss: 8.6219 - acc: 0.01 - ETA: 85s - loss: 8.6238 - acc: 0.01 - ETA: 84s - loss: 8.6194 - acc: 0.01 - ETA: 84s - loss: 8.6151 - acc: 0.01 - ETA: 83s - loss: 8.6356 - acc: 0.01 - ETA: 83s - loss: 8.6127 - acc: 0.01 - ETA: 83s - loss: 8.6391 - acc: 0.01 - ETA: 82s - loss: 8.6468 - acc: 0.01 - ETA: 82s - loss: 8.6605 - acc: 0.01 - ETA: 81s - loss: 8.6500 - acc: 0.01 - ETA: 81s - loss: 8.6338 - acc: 0.01 - ETA: 81s - loss: 8.6473 - acc: 0.01 - ETA: 80s - loss: 8.6138 - acc: 0.01 - ETA: 80s - loss: 8.6098 - acc: 0.01 - ETA: 79s - loss: 8.6289 - acc: 0.01 - ETA: 79s - loss: 8.6249 - acc: 0.01 - ETA: 78s - loss: 8.6209 - acc: 0.01 - ETA: 78s - loss: 8.6226 - acc: 0.01 - ETA: 78s - loss: 8.6019 - acc: 0.01 - ETA: 77s - loss: 8.6037 - acc: 0.01 - ETA: 77s - loss: 8.6166 - acc: 0.01 - ETA: 76s - loss: 8.6237 - acc: 0.01 - ETA: 76s - loss: 8.6090 - acc: 0.01 - ETA: 76s - loss: 8.6161 - acc: 0.01 - ETA: 75s - loss: 8.6017 - acc: 0.01 - ETA: 75s - loss: 8.6034 - acc: 0.01 - ETA: 74s - loss: 8.6158 - acc: 0.01 - ETA: 74s - loss: 8.6174 - acc: 0.01 - ETA: 73s - loss: 8.6347 - acc: 0.01 - ETA: 73s - loss: 8.6414 - acc: 0.01 - ETA: 73s - loss: 8.6325 - acc: 0.01 - ETA: 72s - loss: 8.6545 - acc: 0.01 - ETA: 72s - loss: 8.6660 - acc: 0.01 - ETA: 71s - loss: 8.6622 - acc: 0.01 - ETA: 71s - loss: 8.6534 - acc: 0.01 - ETA: 71s - loss: 8.6597 - acc: 0.01 - ETA: 70s - loss: 8.6411 - acc: 0.01 - ETA: 70s - loss: 8.6524 - acc: 0.01 - ETA: 69s - loss: 8.6586 - acc: 0.01 - ETA: 69s - loss: 8.6696 - acc: 0.01 - ETA: 68s - loss: 8.6659 - acc: 0.01 - ETA: 68s - loss: 8.6623 - acc: 0.01 - ETA: 68s - loss: 8.6491 - acc: 0.01 - ETA: 67s - loss: 8.6456 - acc: 0.01 - ETA: 67s - loss: 8.6137 - acc: 0.01 - ETA: 66s - loss: 8.6105 - acc: 0.01 - ETA: 66s - loss: 8.6260 - acc: 0.01 - ETA: 66s - loss: 8.6227 - acc: 0.01 - ETA: 65s - loss: 8.6334 - acc: 0.01 - ETA: 65s - loss: 8.6393 - acc: 0.01 - ETA: 64s - loss: 8.6452 - acc: 0.01 - ETA: 64s - loss: 8.6601 - acc: 0.01 - ETA: 64s - loss: 8.6522 - acc: 0.01 - ETA: 63s - loss: 8.6669 - acc: 0.01 - ETA: 63s - loss: 8.6724 - acc: 0.01 - ETA: 62s - loss: 8.6735 - acc: 0.01 - ETA: 62s - loss: 8.6568 - acc: 0.01 - ETA: 61s - loss: 8.6668 - acc: 0.01 - ETA: 61s - loss: 8.6635 - acc: 0.01 - ETA: 61s - loss: 8.6776 - acc: 0.01 - ETA: 60s - loss: 8.6786 - acc: 0.01 - ETA: 60s - loss: 8.6883 - acc: 0.01 - ETA: 59s - loss: 8.6806 - acc: 0.01 - ETA: 59s - loss: 8.6987 - acc: 0.01 - ETA: 59s - loss: 8.7080 - acc: 0.01 - ETA: 58s - loss: 8.7173 - acc: 0.01 - ETA: 58s - loss: 8.7138 - acc: 0.01 - ETA: 57s - loss: 8.6979 - acc: 0.01 - ETA: 57s - loss: 8.6988 - acc: 0.01 - ETA: 56s - loss: 8.6914 - acc: 0.01 - ETA: 56s - loss: 8.6758 - acc: 0.01 - ETA: 56s - loss: 8.6768 - acc: 0.01 - ETA: 55s - loss: 8.6737 - acc: 0.01 - ETA: 55s - loss: 8.6868 - acc: 0.01 - ETA: 54s - loss: 8.6836 - acc: 0.01 - ETA: 54s - loss: 8.6966 - acc: 0.01 - ETA: 54s - loss: 8.6934 - acc: 0.01 - ETA: 53s - loss: 8.6863 - acc: 0.01 - ETA: 53s - loss: 8.6793 - acc: 0.01 - ETA: 52s - loss: 8.6841 - acc: 0.01 - ETA: 52s - loss: 8.6889 - acc: 0.01 - ETA: 51s - loss: 8.6936 - acc: 0.01 - ETA: 51s - loss: 8.6983 - acc: 0.01 - ETA: 51s - loss: 8.7069 - acc: 0.01 - ETA: 50s - loss: 8.7076 - acc: 0.01176660/6680 [============================>.] - ETA: 50s - loss: 8.7122 - acc: 0.01 - ETA: 49s - loss: 8.7205 - acc: 0.01 - ETA: 49s - loss: 8.7136 - acc: 0.01 - ETA: 49s - loss: 8.7106 - acc: 0.01 - ETA: 48s - loss: 8.6888 - acc: 0.01 - ETA: 48s - loss: 8.6859 - acc: 0.01 - ETA: 47s - loss: 8.6755 - acc: 0.01 - ETA: 47s - loss: 8.6690 - acc: 0.01 - ETA: 47s - loss: 8.6515 - acc: 0.01 - ETA: 46s - loss: 8.6452 - acc: 0.01 - ETA: 46s - loss: 8.6352 - acc: 0.01 - ETA: 45s - loss: 8.6508 - acc: 0.01 - ETA: 45s - loss: 8.6481 - acc: 0.01 - ETA: 44s - loss: 8.6383 - acc: 0.01 - ETA: 44s - loss: 8.6357 - acc: 0.01 - ETA: 44s - loss: 8.6403 - acc: 0.01 - ETA: 43s - loss: 8.6519 - acc: 0.01 - ETA: 43s - loss: 8.6352 - acc: 0.01 - ETA: 42s - loss: 8.6362 - acc: 0.01 - ETA: 42s - loss: 8.6337 - acc: 0.01 - ETA: 42s - loss: 8.6277 - acc: 0.01 - ETA: 41s - loss: 8.6183 - acc: 0.01 - ETA: 41s - loss: 8.6159 - acc: 0.01 - ETA: 40s - loss: 8.6170 - acc: 0.01 - ETA: 40s - loss: 8.6180 - acc: 0.01 - ETA: 40s - loss: 8.6157 - acc: 0.01 - ETA: 39s - loss: 8.6235 - acc: 0.01 - ETA: 39s - loss: 8.6245 - acc: 0.01 - ETA: 38s - loss: 8.6255 - acc: 0.01 - ETA: 38s - loss: 8.6232 - acc: 0.01 - ETA: 37s - loss: 8.6275 - acc: 0.01 - ETA: 37s - loss: 8.6352 - acc: 0.01 - ETA: 37s - loss: 8.6394 - acc: 0.01 - ETA: 36s - loss: 8.6338 - acc: 0.01 - ETA: 36s - loss: 8.6347 - acc: 0.01 - ETA: 35s - loss: 8.6291 - acc: 0.01 - ETA: 35s - loss: 8.6300 - acc: 0.01 - ETA: 35s - loss: 8.6180 - acc: 0.01 - ETA: 34s - loss: 8.6190 - acc: 0.01 - ETA: 34s - loss: 8.6200 - acc: 0.01 - ETA: 33s - loss: 8.6049 - acc: 0.01 - ETA: 33s - loss: 8.6027 - acc: 0.01 - ETA: 33s - loss: 8.5974 - acc: 0.01 - ETA: 32s - loss: 8.5921 - acc: 0.01 - ETA: 32s - loss: 8.5774 - acc: 0.01 - ETA: 31s - loss: 8.5753 - acc: 0.01 - ETA: 31s - loss: 8.5890 - acc: 0.01 - ETA: 31s - loss: 8.5807 - acc: 0.01 - ETA: 30s - loss: 8.5756 - acc: 0.01 - ETA: 30s - loss: 8.5798 - acc: 0.01 - ETA: 29s - loss: 8.5685 - acc: 0.01 - ETA: 29s - loss: 8.5574 - acc: 0.01 - ETA: 29s - loss: 8.5616 - acc: 0.01 - ETA: 28s - loss: 8.5658 - acc: 0.01 - ETA: 28s - loss: 8.5700 - acc: 0.01 - ETA: 27s - loss: 8.5802 - acc: 0.01 - ETA: 27s - loss: 8.5812 - acc: 0.01 - ETA: 27s - loss: 8.5672 - acc: 0.01 - ETA: 26s - loss: 8.5714 - acc: 0.01 - ETA: 26s - loss: 8.5605 - acc: 0.01 - ETA: 25s - loss: 8.5646 - acc: 0.01 - ETA: 25s - loss: 8.5657 - acc: 0.01 - ETA: 25s - loss: 8.5757 - acc: 0.01 - ETA: 24s - loss: 8.5738 - acc: 0.01 - ETA: 24s - loss: 8.5748 - acc: 0.01 - ETA: 23s - loss: 8.5759 - acc: 0.01 - ETA: 23s - loss: 8.5711 - acc: 0.01 - ETA: 23s - loss: 8.5635 - acc: 0.01 - ETA: 22s - loss: 8.5530 - acc: 0.01 - ETA: 22s - loss: 8.5512 - acc: 0.01 - ETA: 21s - loss: 8.5466 - acc: 0.01 - ETA: 21s - loss: 8.5535 - acc: 0.01 - ETA: 20s - loss: 8.5659 - acc: 0.01 - ETA: 20s - loss: 8.5670 - acc: 0.01 - ETA: 20s - loss: 8.5765 - acc: 0.01 - ETA: 19s - loss: 8.5832 - acc: 0.01 - ETA: 19s - loss: 8.5982 - acc: 0.01 - ETA: 18s - loss: 8.5991 - acc: 0.01 - ETA: 18s - loss: 8.6000 - acc: 0.01 - ETA: 18s - loss: 8.5982 - acc: 0.01 - ETA: 17s - loss: 8.5991 - acc: 0.01 - ETA: 17s - loss: 8.5917 - acc: 0.01 - ETA: 16s - loss: 8.5899 - acc: 0.01 - ETA: 16s - loss: 8.5826 - acc: 0.01 - ETA: 16s - loss: 8.5781 - acc: 0.01 - ETA: 15s - loss: 8.5709 - acc: 0.01 - ETA: 15s - loss: 8.5665 - acc: 0.01 - ETA: 14s - loss: 8.5621 - acc: 0.01 - ETA: 14s - loss: 8.5685 - acc: 0.01 - ETA: 13s - loss: 8.5775 - acc: 0.01 - ETA: 13s - loss: 8.5785 - acc: 0.01 - ETA: 13s - loss: 8.5687 - acc: 0.01 - ETA: 12s - loss: 8.5750 - acc: 0.01 - ETA: 12s - loss: 8.5707 - acc: 0.01 - ETA: 11s - loss: 8.5690 - acc: 0.01 - ETA: 11s - loss: 8.5752 - acc: 0.01 - ETA: 11s - loss: 8.5867 - acc: 0.01 - ETA: 10s - loss: 8.6007 - acc: 0.01 - ETA: 10s - loss: 8.5963 - acc: 0.01 - ETA: 9s - loss: 8.5946 - acc: 0.0108 - ETA: 9s - loss: 8.5929 - acc: 0.010 - ETA: 9s - loss: 8.5860 - acc: 0.010 - ETA: 8s - loss: 8.5766 - acc: 0.010 - ETA: 8s - loss: 8.5775 - acc: 0.010 - ETA: 7s - loss: 8.5759 - acc: 0.010 - ETA: 7s - loss: 8.5895 - acc: 0.010 - ETA: 6s - loss: 8.5980 - acc: 0.010 - ETA: 6s - loss: 8.6065 - acc: 0.010 - ETA: 6s - loss: 8.6047 - acc: 0.010 - ETA: 5s - loss: 8.5980 - acc: 0.010 - ETA: 5s - loss: 8.6013 - acc: 0.010 - ETA: 4s - loss: 8.5972 - acc: 0.010 - ETA: 4s - loss: 8.5930 - acc: 0.010 - ETA: 4s - loss: 8.5988 - acc: 0.010 - ETA: 3s - loss: 8.6046 - acc: 0.010 - ETA: 3s - loss: 8.6004 - acc: 0.010 - ETA: 2s - loss: 8.6012 - acc: 0.011 - ETA: 2s - loss: 8.6021 - acc: 0.011 - ETA: 2s - loss: 8.5980 - acc: 0.010 - ETA: 1s - loss: 8.5988 - acc: 0.010 - ETA: 1s - loss: 8.5971 - acc: 0.010 - ETA: 0s - loss: 8.5907 - acc: 0.010 - ETA: 0s - loss: 8.5987 - acc: 0.0110Epoch 00007: val_loss did not improve 6680/6680 [==============================] - 144s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 9/10 4200/6680 [=================>............] - ETA: 134s - loss: 6.4472 - acc: 0.0000e+0 - ETA: 136s - loss: 8.4620 - acc: 0.0000e+0 - ETA: 134s - loss: 9.6709 - acc: 0.0000e+0 - ETA: 135s - loss: 9.4694 - acc: 0.0125 - ETA: 134s - loss: 9.0261 - acc: 0.010 - ETA: 134s - loss: 9.4022 - acc: 0.008 - ETA: 133s - loss: 8.7498 - acc: 0.007 - ETA: 132s - loss: 8.9657 - acc: 0.006 - ETA: 132s - loss: 9.1336 - acc: 0.005 - ETA: 131s - loss: 9.3485 - acc: 0.010 - ETA: 131s - loss: 9.3778 - acc: 0.013 - ETA: 131s - loss: 9.3351 - acc: 0.012 - ETA: 131s - loss: 9.3609 - acc: 0.011 - ETA: 130s - loss: 9.2103 - acc: 0.010 - ETA: 130s - loss: 9.1336 - acc: 0.010 - ETA: 129s - loss: 9.1168 - acc: 0.009 - ETA: 129s - loss: 9.1020 - acc: 0.011 - ETA: 128s - loss: 9.0888 - acc: 0.011 - ETA: 128s - loss: 9.0346 - acc: 0.010 - ETA: 128s - loss: 9.0664 - acc: 0.010 - ETA: 127s - loss: 9.1336 - acc: 0.009 - ETA: 127s - loss: 9.0481 - acc: 0.009 - ETA: 126s - loss: 9.0051 - acc: 0.008 - ETA: 126s - loss: 8.8985 - acc: 0.008 - ETA: 125s - loss: 8.8650 - acc: 0.008 - ETA: 125s - loss: 8.8030 - acc: 0.007 - ETA: 125s - loss: 8.7456 - acc: 0.007 - ETA: 125s - loss: 8.8937 - acc: 0.007 - ETA: 125s - loss: 8.7816 - acc: 0.006 - ETA: 125s - loss: 8.7306 - acc: 0.010 - ETA: 124s - loss: 8.6830 - acc: 0.009 - ETA: 124s - loss: 8.5627 - acc: 0.009 - ETA: 123s - loss: 8.5231 - acc: 0.010 - ETA: 123s - loss: 8.5568 - acc: 0.010 - ETA: 123s - loss: 8.5196 - acc: 0.011 - ETA: 123s - loss: 8.4844 - acc: 0.011 - ETA: 122s - loss: 8.4511 - acc: 0.010 - ETA: 122s - loss: 8.4832 - acc: 0.010 - ETA: 121s - loss: 8.5137 - acc: 0.010 - ETA: 121s - loss: 8.5426 - acc: 0.010 - ETA: 120s - loss: 8.5701 - acc: 0.011 - ETA: 120s - loss: 8.5579 - acc: 0.011 - ETA: 119s - loss: 8.5463 - acc: 0.011 - ETA: 119s - loss: 8.4254 - acc: 0.011 - ETA: 119s - loss: 8.4889 - acc: 0.011 - ETA: 118s - loss: 8.4620 - acc: 0.010 - ETA: 118s - loss: 8.4706 - acc: 0.010 - ETA: 117s - loss: 8.4620 - acc: 0.010 - ETA: 117s - loss: 8.4209 - acc: 0.011 - ETA: 116s - loss: 8.3653 - acc: 0.011 - ETA: 116s - loss: 8.4067 - acc: 0.010 - ETA: 115s - loss: 8.4000 - acc: 0.011 - ETA: 115s - loss: 8.4088 - acc: 0.012 - ETA: 115s - loss: 8.4172 - acc: 0.013 - ETA: 114s - loss: 8.4400 - acc: 0.012 - ETA: 114s - loss: 8.4188 - acc: 0.012 - ETA: 113s - loss: 8.4125 - acc: 0.013 - ETA: 113s - loss: 8.3925 - acc: 0.012 - ETA: 113s - loss: 8.3596 - acc: 0.012 - ETA: 112s - loss: 8.3948 - acc: 0.012 - ETA: 112s - loss: 8.4422 - acc: 0.013 - ETA: 111s - loss: 8.4490 - acc: 0.012 - ETA: 111s - loss: 8.4300 - acc: 0.012 - ETA: 111s - loss: 8.4872 - acc: 0.012 - ETA: 110s - loss: 8.4806 - acc: 0.012 - ETA: 110s - loss: 8.4864 - acc: 0.012 - ETA: 109s - loss: 8.5161 - acc: 0.011 - ETA: 109s - loss: 8.5094 - acc: 0.011 - ETA: 109s - loss: 8.4912 - acc: 0.011 - ETA: 108s - loss: 8.4620 - acc: 0.011 - ETA: 108s - loss: 8.4223 - acc: 0.011 - ETA: 108s - loss: 8.4172 - acc: 0.011 - ETA: 107s - loss: 8.4234 - acc: 0.011 - ETA: 107s - loss: 8.4402 - acc: 0.011 - ETA: 106s - loss: 8.4566 - acc: 0.012 - ETA: 106s - loss: 8.4620 - acc: 0.011 - ETA: 106s - loss: 8.5091 - acc: 0.011 - ETA: 105s - loss: 8.5343 - acc: 0.011 - ETA: 105s - loss: 8.5385 - acc: 0.012 - ETA: 104s - loss: 8.5426 - acc: 0.011 - ETA: 104s - loss: 8.5167 - acc: 0.011 - ETA: 104s - loss: 8.4915 - acc: 0.011 - ETA: 103s - loss: 8.4474 - acc: 0.011 - ETA: 103s - loss: 8.4236 - acc: 0.011 - ETA: 102s - loss: 8.4667 - acc: 0.011 - ETA: 102s - loss: 8.4901 - acc: 0.011 - ETA: 101s - loss: 8.5037 - acc: 0.010 - ETA: 101s - loss: 8.4895 - acc: 0.010 - ETA: 100s - loss: 8.4937 - acc: 0.010 - ETA: 100s - loss: 8.4710 - acc: 0.010 - ETA: 100s - loss: 8.4753 - acc: 0.011 - ETA: 99s - loss: 8.4620 - acc: 0.010 - ETA: 99s - loss: 8.4317 - acc: 0.01 - ETA: 98s - loss: 8.4277 - acc: 0.01 - ETA: 98s - loss: 8.4323 - acc: 0.01 - ETA: 98s - loss: 8.4368 - acc: 0.01 - ETA: 97s - loss: 8.4329 - acc: 0.01 - ETA: 97s - loss: 8.4373 - acc: 0.01 - ETA: 97s - loss: 8.4498 - acc: 0.01 - ETA: 96s - loss: 8.4378 - acc: 0.01 - ETA: 96s - loss: 8.4580 - acc: 0.01 - ETA: 95s - loss: 8.4225 - acc: 0.01 - ETA: 95s - loss: 8.4190 - acc: 0.01 - ETA: 95s - loss: 8.4155 - acc: 0.01 - ETA: 94s - loss: 8.4428 - acc: 0.01 - ETA: 94s - loss: 8.4392 - acc: 0.01 - ETA: 93s - loss: 8.4356 - acc: 0.01 - ETA: 93s - loss: 8.4471 - acc: 0.01 - ETA: 93s - loss: 8.4879 - acc: 0.01 - ETA: 92s - loss: 8.4840 - acc: 0.01 - ETA: 92s - loss: 8.4947 - acc: 0.01 - ETA: 91s - loss: 8.5124 - acc: 0.01 - ETA: 91s - loss: 8.5155 - acc: 0.01 - ETA: 91s - loss: 8.5256 - acc: 0.01 - ETA: 90s - loss: 8.5496 - acc: 0.01 - ETA: 90s - loss: 8.5384 - acc: 0.01 - ETA: 89s - loss: 8.5412 - acc: 0.01 - ETA: 89s - loss: 8.5371 - acc: 0.01 - ETA: 89s - loss: 8.5331 - acc: 0.01 - ETA: 88s - loss: 8.5292 - acc: 0.01 - ETA: 88s - loss: 8.5319 - acc: 0.01 - ETA: 87s - loss: 8.5148 - acc: 0.01 - ETA: 87s - loss: 8.5177 - acc: 0.01 - ETA: 87s - loss: 8.5140 - acc: 0.01 - ETA: 86s - loss: 8.5232 - acc: 0.01 - ETA: 86s - loss: 8.5068 - acc: 0.01 - ETA: 85s - loss: 8.5159 - acc: 0.01 - ETA: 85s - loss: 8.4998 - acc: 0.01 - ETA: 84s - loss: 8.5213 - acc: 0.01 - ETA: 84s - loss: 8.5426 - acc: 0.01 - ETA: 84s - loss: 8.5635 - acc: 0.01 - ETA: 83s - loss: 8.5719 - acc: 0.01 - ETA: 83s - loss: 8.5741 - acc: 0.01 - ETA: 82s - loss: 8.5763 - acc: 0.01 - ETA: 82s - loss: 8.6023 - acc: 0.01 - ETA: 81s - loss: 8.5805 - acc: 0.01 - ETA: 81s - loss: 8.6120 - acc: 0.01 - ETA: 81s - loss: 8.6197 - acc: 0.01 - ETA: 80s - loss: 8.6098 - acc: 0.01 - ETA: 80s - loss: 8.6059 - acc: 0.01 - ETA: 80s - loss: 8.5849 - acc: 0.01 - ETA: 79s - loss: 8.5755 - acc: 0.01 - ETA: 79s - loss: 8.5719 - acc: 0.01 - ETA: 78s - loss: 8.5627 - acc: 0.01 - ETA: 78s - loss: 8.5759 - acc: 0.01 - ETA: 77s - loss: 8.5834 - acc: 0.01 - ETA: 77s - loss: 8.5854 - acc: 0.01 - ETA: 77s - loss: 8.5709 - acc: 0.01 - ETA: 76s - loss: 8.5837 - acc: 0.01 - ETA: 76s - loss: 8.5802 - acc: 0.01 - ETA: 75s - loss: 8.5767 - acc: 0.01 - ETA: 75s - loss: 8.5839 - acc: 0.01 - ETA: 74s - loss: 8.5911 - acc: 0.01 - ETA: 74s - loss: 8.5981 - acc: 0.01 - ETA: 74s - loss: 8.6102 - acc: 0.01 - ETA: 73s - loss: 8.6170 - acc: 0.01 - ETA: 73s - loss: 8.6032 - acc: 0.01 - ETA: 72s - loss: 8.6048 - acc: 0.01 - ETA: 72s - loss: 8.6065 - acc: 0.01 - ETA: 71s - loss: 8.6181 - acc: 0.01 - ETA: 71s - loss: 8.6197 - acc: 0.01 - ETA: 71s - loss: 8.6262 - acc: 0.01 - ETA: 70s - loss: 8.6227 - acc: 0.01 - ETA: 70s - loss: 8.6340 - acc: 0.01 - ETA: 69s - loss: 8.6452 - acc: 0.01 - ETA: 69s - loss: 8.6465 - acc: 0.01 - ETA: 69s - loss: 8.6478 - acc: 0.01 - ETA: 68s - loss: 8.6395 - acc: 0.01 - ETA: 68s - loss: 8.6504 - acc: 0.01 - ETA: 67s - loss: 8.6611 - acc: 0.01 - ETA: 67s - loss: 8.6529 - acc: 0.01 - ETA: 67s - loss: 8.6494 - acc: 0.01 - ETA: 66s - loss: 8.6553 - acc: 0.01 - ETA: 66s - loss: 8.6612 - acc: 0.01 - ETA: 65s - loss: 8.6669 - acc: 0.01 - ETA: 65s - loss: 8.6635 - acc: 0.01 - ETA: 65s - loss: 8.6555 - acc: 0.01 - ETA: 64s - loss: 8.6567 - acc: 0.01 - ETA: 64s - loss: 8.6533 - acc: 0.01 - ETA: 63s - loss: 8.6590 - acc: 0.01 - ETA: 63s - loss: 8.6646 - acc: 0.01 - ETA: 62s - loss: 8.6613 - acc: 0.01 - ETA: 62s - loss: 8.6624 - acc: 0.01 - ETA: 62s - loss: 8.6460 - acc: 0.01 - ETA: 61s - loss: 8.6602 - acc: 0.01 - ETA: 61s - loss: 8.6570 - acc: 0.01 - ETA: 60s - loss: 8.6710 - acc: 0.01 - ETA: 60s - loss: 8.6635 - acc: 0.01 - ETA: 60s - loss: 8.6688 - acc: 0.01 - ETA: 59s - loss: 8.6529 - acc: 0.01 - ETA: 59s - loss: 8.6329 - acc: 0.01 - ETA: 58s - loss: 8.6341 - acc: 0.01 - ETA: 58s - loss: 8.6311 - acc: 0.01 - ETA: 58s - loss: 8.6406 - acc: 0.01 - ETA: 57s - loss: 8.6542 - acc: 0.01 - ETA: 57s - loss: 8.6553 - acc: 0.01 - ETA: 56s - loss: 8.6645 - acc: 0.01 - ETA: 56s - loss: 8.6492 - acc: 0.01 - ETA: 56s - loss: 8.6422 - acc: 0.01 - ETA: 55s - loss: 8.6353 - acc: 0.01 - ETA: 55s - loss: 8.6525 - acc: 0.01 - ETA: 54s - loss: 8.6455 - acc: 0.01 - ETA: 54s - loss: 8.6387 - acc: 0.01 - ETA: 54s - loss: 8.6358 - acc: 0.01 - ETA: 53s - loss: 8.6330 - acc: 0.01 - ETA: 53s - loss: 8.6185 - acc: 0.01 - ETA: 52s - loss: 8.6119 - acc: 0.01 - ETA: 52s - loss: 8.6092 - acc: 0.01 - ETA: 51s - loss: 8.6105 - acc: 0.01 - ETA: 51s - loss: 8.6117 - acc: 0.01146660/6680 [============================>.] - ETA: 51s - loss: 8.6090 - acc: 0.01 - ETA: 50s - loss: 8.5951 - acc: 0.01 - ETA: 50s - loss: 8.5850 - acc: 0.01 - ETA: 49s - loss: 8.5863 - acc: 0.01 - ETA: 49s - loss: 8.5688 - acc: 0.01 - ETA: 49s - loss: 8.5739 - acc: 0.01 - ETA: 48s - loss: 8.5790 - acc: 0.01 - ETA: 48s - loss: 8.5803 - acc: 0.01 - ETA: 47s - loss: 8.5926 - acc: 0.01 - ETA: 47s - loss: 8.5902 - acc: 0.01 - ETA: 46s - loss: 8.5915 - acc: 0.01 - ETA: 46s - loss: 8.5745 - acc: 0.01 - ETA: 46s - loss: 8.5867 - acc: 0.01 - ETA: 45s - loss: 8.5915 - acc: 0.01 - ETA: 45s - loss: 8.5999 - acc: 0.01 - ETA: 44s - loss: 8.5904 - acc: 0.01 - ETA: 44s - loss: 8.5880 - acc: 0.01 - ETA: 44s - loss: 8.5857 - acc: 0.01 - ETA: 43s - loss: 8.5764 - acc: 0.01 - ETA: 43s - loss: 8.5706 - acc: 0.01 - ETA: 42s - loss: 8.5859 - acc: 0.01 - ETA: 42s - loss: 8.5732 - acc: 0.01 - ETA: 42s - loss: 8.5779 - acc: 0.01 - ETA: 41s - loss: 8.5791 - acc: 0.01 - ETA: 41s - loss: 8.5700 - acc: 0.01 - ETA: 40s - loss: 8.5781 - acc: 0.01 - ETA: 40s - loss: 8.5827 - acc: 0.01 - ETA: 39s - loss: 8.5636 - acc: 0.01 - ETA: 39s - loss: 8.5682 - acc: 0.01 - ETA: 39s - loss: 8.5762 - acc: 0.01 - ETA: 38s - loss: 8.5707 - acc: 0.01 - ETA: 38s - loss: 8.5652 - acc: 0.01 - ETA: 37s - loss: 8.5598 - acc: 0.01 - ETA: 37s - loss: 8.5710 - acc: 0.01 - ETA: 37s - loss: 8.5689 - acc: 0.01 - ETA: 36s - loss: 8.5701 - acc: 0.01 - ETA: 36s - loss: 8.5778 - acc: 0.01 - ETA: 35s - loss: 8.5855 - acc: 0.01 - ETA: 35s - loss: 8.5801 - acc: 0.01 - ETA: 34s - loss: 8.5781 - acc: 0.01 - ETA: 34s - loss: 8.5728 - acc: 0.01 - ETA: 34s - loss: 8.5835 - acc: 0.01 - ETA: 33s - loss: 8.5815 - acc: 0.01 - ETA: 33s - loss: 8.5857 - acc: 0.01 - ETA: 32s - loss: 8.5963 - acc: 0.01 - ETA: 32s - loss: 8.6100 - acc: 0.01 - ETA: 32s - loss: 8.6172 - acc: 0.01 - ETA: 31s - loss: 8.6119 - acc: 0.01 - ETA: 31s - loss: 8.6036 - acc: 0.01 - ETA: 30s - loss: 8.6015 - acc: 0.01 - ETA: 30s - loss: 8.5932 - acc: 0.01 - ETA: 29s - loss: 8.5943 - acc: 0.01 - ETA: 29s - loss: 8.5984 - acc: 0.01 - ETA: 29s - loss: 8.6024 - acc: 0.01 - ETA: 28s - loss: 8.6034 - acc: 0.01 - ETA: 28s - loss: 8.5923 - acc: 0.01 - ETA: 27s - loss: 8.5903 - acc: 0.01 - ETA: 27s - loss: 8.5973 - acc: 0.01 - ETA: 27s - loss: 8.5953 - acc: 0.01 - ETA: 26s - loss: 8.5933 - acc: 0.01 - ETA: 26s - loss: 8.5914 - acc: 0.01 - ETA: 25s - loss: 8.5953 - acc: 0.01 - ETA: 25s - loss: 8.5904 - acc: 0.01 - ETA: 24s - loss: 8.5855 - acc: 0.01 - ETA: 24s - loss: 8.5836 - acc: 0.01 - ETA: 24s - loss: 8.5817 - acc: 0.01 - ETA: 23s - loss: 8.5769 - acc: 0.01 - ETA: 23s - loss: 8.5606 - acc: 0.01 - ETA: 22s - loss: 8.5645 - acc: 0.01 - ETA: 22s - loss: 8.5656 - acc: 0.01 - ETA: 22s - loss: 8.5695 - acc: 0.01 - ETA: 21s - loss: 8.5649 - acc: 0.01 - ETA: 21s - loss: 8.5688 - acc: 0.01 - ETA: 20s - loss: 8.5755 - acc: 0.01 - ETA: 20s - loss: 8.5765 - acc: 0.01 - ETA: 19s - loss: 8.5803 - acc: 0.01 - ETA: 19s - loss: 8.5785 - acc: 0.01 - ETA: 19s - loss: 8.5795 - acc: 0.01 - ETA: 18s - loss: 8.5805 - acc: 0.01 - ETA: 18s - loss: 8.5815 - acc: 0.01 - ETA: 17s - loss: 8.5908 - acc: 0.01 - ETA: 17s - loss: 8.5917 - acc: 0.01 - ETA: 17s - loss: 8.5899 - acc: 0.01 - ETA: 16s - loss: 8.5854 - acc: 0.01 - ETA: 16s - loss: 8.5863 - acc: 0.01 - ETA: 15s - loss: 8.5845 - acc: 0.01 - ETA: 15s - loss: 8.5882 - acc: 0.01 - ETA: 14s - loss: 8.5837 - acc: 0.01 - ETA: 14s - loss: 8.5846 - acc: 0.01 - ETA: 14s - loss: 8.5775 - acc: 0.01 - ETA: 13s - loss: 8.5731 - acc: 0.01 - ETA: 13s - loss: 8.5714 - acc: 0.01 - ETA: 12s - loss: 8.5750 - acc: 0.01 - ETA: 12s - loss: 8.5813 - acc: 0.01 - ETA: 12s - loss: 8.5796 - acc: 0.01 - ETA: 11s - loss: 8.5805 - acc: 0.01 - ETA: 11s - loss: 8.5814 - acc: 0.01 - ETA: 10s - loss: 8.5771 - acc: 0.01 - ETA: 10s - loss: 8.5781 - acc: 0.01 - ETA: 9s - loss: 8.5764 - acc: 0.0108 - ETA: 9s - loss: 8.5773 - acc: 0.010 - ETA: 9s - loss: 8.5808 - acc: 0.010 - ETA: 8s - loss: 8.5895 - acc: 0.010 - ETA: 8s - loss: 8.5878 - acc: 0.010 - ETA: 7s - loss: 8.5886 - acc: 0.010 - ETA: 7s - loss: 8.5870 - acc: 0.010 - ETA: 7s - loss: 8.5929 - acc: 0.010 - ETA: 6s - loss: 8.5862 - acc: 0.011 - ETA: 6s - loss: 8.5845 - acc: 0.011 - ETA: 5s - loss: 8.5778 - acc: 0.011 - ETA: 5s - loss: 8.5712 - acc: 0.011 - ETA: 4s - loss: 8.5771 - acc: 0.011 - ETA: 4s - loss: 8.5780 - acc: 0.011 - ETA: 4s - loss: 8.5789 - acc: 0.011 - ETA: 3s - loss: 8.5773 - acc: 0.011 - ETA: 3s - loss: 8.5831 - acc: 0.011 - ETA: 2s - loss: 8.5815 - acc: 0.011 - ETA: 2s - loss: 8.5775 - acc: 0.011 - ETA: 2s - loss: 8.5759 - acc: 0.011 - ETA: 1s - loss: 8.5841 - acc: 0.011 - ETA: 1s - loss: 8.5874 - acc: 0.011 - ETA: 0s - loss: 8.5979 - acc: 0.011 - ETA: 0s - loss: 8.5963 - acc: 0.0110Epoch 00008: val_loss did not improve 6680/6680 [==============================] - 145s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108 Epoch 10/10 4160/6680 [=================>............] - ETA: 138s - loss: 12.0886 - acc: 0.0000e+ - ETA: 136s - loss: 9.6709 - acc: 0.0000e+00 - ETA: 135s - loss: 9.1336 - acc: 0.0000e+0 - ETA: 136s - loss: 9.4694 - acc: 0.0000e+0 - ETA: 135s - loss: 9.3485 - acc: 0.0000e+0 - ETA: 134s - loss: 9.2679 - acc: 0.0000e+0 - ETA: 134s - loss: 9.0952 - acc: 0.0000e+0 - ETA: 133s - loss: 8.8650 - acc: 0.0000e+0 - ETA: 133s - loss: 8.5963 - acc: 0.0000e+0 - ETA: 132s - loss: 8.2202 - acc: 0.0000e+0 - ETA: 132s - loss: 7.9125 - acc: 0.0000e+0 - ETA: 131s - loss: 7.8576 - acc: 0.0000e+0 - ETA: 131s - loss: 7.6251 - acc: 0.0000e+0 - ETA: 130s - loss: 7.8864 - acc: 0.0000e+0 - ETA: 130s - loss: 8.0590 - acc: 0.0000e+0 - ETA: 130s - loss: 7.9583 - acc: 0.0000e+0 - ETA: 129s - loss: 8.0590 - acc: 0.0000e+0 - ETA: 128s - loss: 8.1038 - acc: 0.0000e+0 - ETA: 128s - loss: 8.1015 - acc: 0.0000e+0 - ETA: 127s - loss: 8.0188 - acc: 0.0000e+0 - ETA: 127s - loss: 7.9055 - acc: 0.0024 - ETA: 126s - loss: 7.9492 - acc: 0.002 - ETA: 126s - loss: 7.9539 - acc: 0.002 - ETA: 126s - loss: 7.8240 - acc: 0.002 - ETA: 125s - loss: 7.9623 - acc: 0.002 - ETA: 125s - loss: 7.9971 - acc: 0.001 - ETA: 124s - loss: 8.0889 - acc: 0.001 - ETA: 124s - loss: 8.1742 - acc: 0.001 - ETA: 123s - loss: 8.1980 - acc: 0.001 - ETA: 123s - loss: 8.1934 - acc: 0.001 - ETA: 123s - loss: 8.2930 - acc: 0.001 - ETA: 122s - loss: 8.2857 - acc: 0.001 - ETA: 122s - loss: 8.3033 - acc: 0.001 - ETA: 122s - loss: 8.2724 - acc: 0.001 - ETA: 121s - loss: 8.2433 - acc: 0.001 - ETA: 121s - loss: 8.3501 - acc: 0.001 - ETA: 120s - loss: 8.4511 - acc: 0.001 - ETA: 120s - loss: 8.4196 - acc: 0.001 - ETA: 120s - loss: 8.4103 - acc: 0.001 - ETA: 120s - loss: 8.4217 - acc: 0.001 - ETA: 119s - loss: 8.4325 - acc: 0.001 - ETA: 119s - loss: 8.4812 - acc: 0.001 - ETA: 118s - loss: 8.5089 - acc: 0.001 - ETA: 118s - loss: 8.5719 - acc: 0.002 - ETA: 117s - loss: 8.6142 - acc: 0.002 - ETA: 117s - loss: 8.6547 - acc: 0.002 - ETA: 116s - loss: 8.6935 - acc: 0.003 - ETA: 116s - loss: 8.7138 - acc: 0.003 - ETA: 116s - loss: 8.6840 - acc: 0.003 - ETA: 115s - loss: 8.6715 - acc: 0.004 - ETA: 115s - loss: 8.6911 - acc: 0.003 - ETA: 115s - loss: 8.6790 - acc: 0.003 - ETA: 114s - loss: 8.6673 - acc: 0.004 - ETA: 114s - loss: 8.6709 - acc: 0.004 - ETA: 113s - loss: 8.6598 - acc: 0.004 - ETA: 113s - loss: 8.7210 - acc: 0.004 - ETA: 112s - loss: 8.7801 - acc: 0.004 - ETA: 112s - loss: 8.7816 - acc: 0.006 - ETA: 112s - loss: 8.7830 - acc: 0.005 - ETA: 111s - loss: 8.8381 - acc: 0.005 - ETA: 111s - loss: 8.8385 - acc: 0.005 - ETA: 110s - loss: 8.8650 - acc: 0.006 - ETA: 110s - loss: 8.8905 - acc: 0.006 - ETA: 110s - loss: 8.8901 - acc: 0.006 - ETA: 109s - loss: 8.8650 - acc: 0.006 - ETA: 109s - loss: 8.8894 - acc: 0.006 - ETA: 108s - loss: 8.8650 - acc: 0.006 - ETA: 108s - loss: 8.9005 - acc: 0.005 - ETA: 108s - loss: 8.9000 - acc: 0.005 - ETA: 107s - loss: 8.9110 - acc: 0.005 - ETA: 107s - loss: 8.8763 - acc: 0.005 - ETA: 106s - loss: 8.8761 - acc: 0.005 - ETA: 106s - loss: 8.8429 - acc: 0.006 - ETA: 106s - loss: 8.8323 - acc: 0.006 - ETA: 105s - loss: 8.7897 - acc: 0.006 - ETA: 105s - loss: 8.8225 - acc: 0.007 - ETA: 104s - loss: 8.8231 - acc: 0.007 - ETA: 104s - loss: 8.8340 - acc: 0.007 - ETA: 104s - loss: 8.8241 - acc: 0.007 - ETA: 103s - loss: 8.8549 - acc: 0.007 - ETA: 103s - loss: 8.8053 - acc: 0.007 - ETA: 102s - loss: 8.7863 - acc: 0.007 - ETA: 102s - loss: 8.7776 - acc: 0.007 - ETA: 101s - loss: 8.7594 - acc: 0.007 - ETA: 101s - loss: 8.7607 - acc: 0.008 - ETA: 101s - loss: 8.7619 - acc: 0.008 - ETA: 100s - loss: 8.7445 - acc: 0.008 - ETA: 100s - loss: 8.7459 - acc: 0.008 - ETA: 99s - loss: 8.7563 - acc: 0.007 - ETA: 99s - loss: 8.7306 - acc: 0.00 - ETA: 99s - loss: 8.6967 - acc: 0.00 - ETA: 98s - loss: 8.6898 - acc: 0.00 - ETA: 98s - loss: 8.6743 - acc: 0.00 - ETA: 97s - loss: 8.6763 - acc: 0.00 - ETA: 97s - loss: 8.6953 - acc: 0.00 - ETA: 97s - loss: 8.7138 - acc: 0.00 - ETA: 96s - loss: 8.7486 - acc: 0.00 - ETA: 96s - loss: 8.7416 - acc: 0.00 - ETA: 95s - loss: 8.7184 - acc: 0.00 - ETA: 95s - loss: 8.7118 - acc: 0.00 - ETA: 94s - loss: 8.6974 - acc: 0.00 - ETA: 94s - loss: 8.7227 - acc: 0.00 - ETA: 94s - loss: 8.7085 - acc: 0.00 - ETA: 93s - loss: 8.6945 - acc: 0.00 - ETA: 93s - loss: 8.6577 - acc: 0.00 - ETA: 93s - loss: 8.6369 - acc: 0.00 - ETA: 92s - loss: 8.6315 - acc: 0.00 - ETA: 92s - loss: 8.6187 - acc: 0.00 - ETA: 91s - loss: 8.6062 - acc: 0.00 - ETA: 91s - loss: 8.6012 - acc: 0.00 - ETA: 90s - loss: 8.5963 - acc: 0.00 - ETA: 90s - loss: 8.5915 - acc: 0.00 - ETA: 90s - loss: 8.6082 - acc: 0.00 - ETA: 89s - loss: 8.6034 - acc: 0.00 - ETA: 89s - loss: 8.5846 - acc: 0.00 - ETA: 88s - loss: 8.5940 - acc: 0.00 - ETA: 88s - loss: 8.6101 - acc: 0.00 - ETA: 88s - loss: 8.6191 - acc: 0.00 - ETA: 87s - loss: 8.6144 - acc: 0.00 - ETA: 87s - loss: 8.6165 - acc: 0.00 - ETA: 86s - loss: 8.6185 - acc: 0.00 - ETA: 86s - loss: 8.6338 - acc: 0.00 - ETA: 86s - loss: 8.6291 - acc: 0.00 - ETA: 85s - loss: 8.6440 - acc: 0.00 - ETA: 85s - loss: 8.6522 - acc: 0.00 - ETA: 85s - loss: 8.6283 - acc: 0.00 - ETA: 84s - loss: 8.6048 - acc: 0.00 - ETA: 84s - loss: 8.6068 - acc: 0.00 - ETA: 83s - loss: 8.6338 - acc: 0.00 - ETA: 83s - loss: 8.6480 - acc: 0.00 - ETA: 83s - loss: 8.6496 - acc: 0.00 - ETA: 82s - loss: 8.6452 - acc: 0.00 - ETA: 82s - loss: 8.6347 - acc: 0.00 - ETA: 81s - loss: 8.6484 - acc: 0.00 - ETA: 81s - loss: 8.6560 - acc: 0.00 - ETA: 80s - loss: 8.6576 - acc: 0.00 - ETA: 80s - loss: 8.6473 - acc: 0.00 - ETA: 80s - loss: 8.6606 - acc: 0.00 - ETA: 79s - loss: 8.6562 - acc: 0.00 - ETA: 79s - loss: 8.6520 - acc: 0.00 - ETA: 78s - loss: 8.6535 - acc: 0.00 - ETA: 78s - loss: 8.6493 - acc: 0.00 - ETA: 78s - loss: 8.6564 - acc: 0.00 - ETA: 77s - loss: 8.6691 - acc: 0.00 - ETA: 77s - loss: 8.6593 - acc: 0.00 - ETA: 76s - loss: 8.6442 - acc: 0.00 - ETA: 76s - loss: 8.6292 - acc: 0.01 - ETA: 76s - loss: 8.6145 - acc: 0.01 - ETA: 75s - loss: 8.5999 - acc: 0.01 - ETA: 75s - loss: 8.6017 - acc: 0.01 - ETA: 74s - loss: 8.5928 - acc: 0.00 - ETA: 74s - loss: 8.5946 - acc: 0.00 - ETA: 74s - loss: 8.5963 - acc: 0.00 - ETA: 73s - loss: 8.5824 - acc: 0.00 - ETA: 73s - loss: 8.5790 - acc: 0.01 - ETA: 72s - loss: 8.5963 - acc: 0.00 - ETA: 72s - loss: 8.5929 - acc: 0.00 - ETA: 72s - loss: 8.5997 - acc: 0.01 - ETA: 71s - loss: 8.5912 - acc: 0.01 - ETA: 71s - loss: 8.6081 - acc: 0.01 - ETA: 70s - loss: 8.6247 - acc: 0.01 - ETA: 70s - loss: 8.5913 - acc: 0.01 - ETA: 69s - loss: 8.5881 - acc: 0.01 - ETA: 69s - loss: 8.5799 - acc: 0.01 - ETA: 69s - loss: 8.5817 - acc: 0.01 - ETA: 68s - loss: 8.6028 - acc: 0.01 - ETA: 68s - loss: 8.6044 - acc: 0.01 - ETA: 67s - loss: 8.5915 - acc: 0.01 - ETA: 67s - loss: 8.5884 - acc: 0.01 - ETA: 67s - loss: 8.5900 - acc: 0.01 - ETA: 66s - loss: 8.6152 - acc: 0.00 - ETA: 66s - loss: 8.6026 - acc: 0.01 - ETA: 65s - loss: 8.5901 - acc: 0.01 - ETA: 65s - loss: 8.5871 - acc: 0.01 - ETA: 65s - loss: 8.5979 - acc: 0.01 - ETA: 64s - loss: 8.5902 - acc: 0.01 - ETA: 64s - loss: 8.5827 - acc: 0.01 - ETA: 63s - loss: 8.5797 - acc: 0.01 - ETA: 63s - loss: 8.5858 - acc: 0.01 - ETA: 63s - loss: 8.6008 - acc: 0.01 - ETA: 62s - loss: 8.5800 - acc: 0.01 - ETA: 62s - loss: 8.5638 - acc: 0.01 - ETA: 61s - loss: 8.5567 - acc: 0.01 - ETA: 61s - loss: 8.5540 - acc: 0.01 - ETA: 61s - loss: 8.5600 - acc: 0.01 - ETA: 60s - loss: 8.5487 - acc: 0.01 - ETA: 60s - loss: 8.5331 - acc: 0.01 - ETA: 59s - loss: 8.5349 - acc: 0.01 - ETA: 59s - loss: 8.5238 - acc: 0.01 - ETA: 58s - loss: 8.5171 - acc: 0.01 - ETA: 58s - loss: 8.5190 - acc: 0.01 - ETA: 58s - loss: 8.5166 - acc: 0.01 - ETA: 57s - loss: 8.5058 - acc: 0.01 - ETA: 57s - loss: 8.5118 - acc: 0.01 - ETA: 56s - loss: 8.5219 - acc: 0.01 - ETA: 56s - loss: 8.5278 - acc: 0.01 - ETA: 56s - loss: 8.5172 - acc: 0.01 - ETA: 55s - loss: 8.5312 - acc: 0.01 - ETA: 55s - loss: 8.5491 - acc: 0.01 - ETA: 54s - loss: 8.5466 - acc: 0.01 - ETA: 54s - loss: 8.5362 - acc: 0.01 - ETA: 54s - loss: 8.5418 - acc: 0.01 - ETA: 53s - loss: 8.5632 - acc: 0.01 - ETA: 53s - loss: 8.5687 - acc: 0.01 - ETA: 52s - loss: 8.5544 - acc: 0.01 - ETA: 52s - loss: 8.5598 - acc: 0.01 - ETA: 52s - loss: 8.5769 - acc: 0.01 - ETA: 51s - loss: 8.5782 - acc: 0.01116660/6680 [============================>.] - ETA: 51s - loss: 8.5796 - acc: 0.01 - ETA: 50s - loss: 8.5733 - acc: 0.01 - ETA: 50s - loss: 8.5632 - acc: 0.01 - ETA: 49s - loss: 8.5722 - acc: 0.01 - ETA: 49s - loss: 8.5660 - acc: 0.01 - ETA: 49s - loss: 8.5787 - acc: 0.01 - ETA: 48s - loss: 8.5876 - acc: 0.01 - ETA: 48s - loss: 8.6075 - acc: 0.01 - ETA: 47s - loss: 8.6013 - acc: 0.01 - ETA: 47s - loss: 8.6210 - acc: 0.01 - ETA: 47s - loss: 8.6184 - acc: 0.01 - ETA: 46s - loss: 8.6159 - acc: 0.01 - ETA: 46s - loss: 8.6097 - acc: 0.01 - ETA: 45s - loss: 8.5999 - acc: 0.01 - ETA: 45s - loss: 8.6011 - acc: 0.01 - ETA: 45s - loss: 8.6095 - acc: 0.01 - ETA: 44s - loss: 8.6250 - acc: 0.01 - ETA: 44s - loss: 8.6296 - acc: 0.01 - ETA: 43s - loss: 8.6200 - acc: 0.01 - ETA: 43s - loss: 8.6246 - acc: 0.01 - ETA: 43s - loss: 8.6432 - acc: 0.01 - ETA: 42s - loss: 8.6337 - acc: 0.01 - ETA: 42s - loss: 8.6347 - acc: 0.01 - ETA: 41s - loss: 8.6253 - acc: 0.01 - ETA: 41s - loss: 8.6194 - acc: 0.01 - ETA: 40s - loss: 8.6101 - acc: 0.01 - ETA: 40s - loss: 8.6077 - acc: 0.01 - ETA: 40s - loss: 8.6020 - acc: 0.01 - ETA: 39s - loss: 8.5963 - acc: 0.01 - ETA: 39s - loss: 8.6144 - acc: 0.01 - ETA: 38s - loss: 8.6121 - acc: 0.01 - ETA: 38s - loss: 8.6198 - acc: 0.01 - ETA: 38s - loss: 8.6242 - acc: 0.01 - ETA: 37s - loss: 8.6285 - acc: 0.01 - ETA: 37s - loss: 8.6195 - acc: 0.01 - ETA: 36s - loss: 8.6304 - acc: 0.01 - ETA: 36s - loss: 8.6281 - acc: 0.01 - ETA: 36s - loss: 8.6225 - acc: 0.01 - ETA: 35s - loss: 8.6202 - acc: 0.01 - ETA: 35s - loss: 8.6212 - acc: 0.01 - ETA: 34s - loss: 8.6157 - acc: 0.01 - ETA: 34s - loss: 8.6167 - acc: 0.01 - ETA: 33s - loss: 8.6017 - acc: 0.01 - ETA: 33s - loss: 8.6027 - acc: 0.01 - ETA: 33s - loss: 8.6006 - acc: 0.01 - ETA: 32s - loss: 8.5921 - acc: 0.01 - ETA: 32s - loss: 8.5774 - acc: 0.01 - ETA: 31s - loss: 8.5785 - acc: 0.01 - ETA: 31s - loss: 8.5921 - acc: 0.01 - ETA: 31s - loss: 8.5838 - acc: 0.01 - ETA: 30s - loss: 8.5880 - acc: 0.01 - ETA: 30s - loss: 8.5891 - acc: 0.01 - ETA: 29s - loss: 8.5871 - acc: 0.01 - ETA: 29s - loss: 8.5943 - acc: 0.01 - ETA: 29s - loss: 8.5984 - acc: 0.01 - ETA: 28s - loss: 8.6024 - acc: 0.01 - ETA: 28s - loss: 8.6004 - acc: 0.01 - ETA: 27s - loss: 8.5892 - acc: 0.01 - ETA: 27s - loss: 8.5873 - acc: 0.01 - ETA: 27s - loss: 8.5943 - acc: 0.01 - ETA: 26s - loss: 8.6043 - acc: 0.01 - ETA: 26s - loss: 8.6112 - acc: 0.01 - ETA: 25s - loss: 8.5914 - acc: 0.01 - ETA: 25s - loss: 8.5953 - acc: 0.01 - ETA: 24s - loss: 8.5963 - acc: 0.01 - ETA: 24s - loss: 8.5855 - acc: 0.01 - ETA: 24s - loss: 8.5690 - acc: 0.01 - ETA: 23s - loss: 8.5788 - acc: 0.01 - ETA: 23s - loss: 8.5653 - acc: 0.01 - ETA: 22s - loss: 8.5693 - acc: 0.01 - ETA: 22s - loss: 8.5761 - acc: 0.01 - ETA: 22s - loss: 8.5743 - acc: 0.01 - ETA: 21s - loss: 8.5753 - acc: 0.01 - ETA: 21s - loss: 8.5792 - acc: 0.01 - ETA: 20s - loss: 8.5830 - acc: 0.01 - ETA: 20s - loss: 8.5925 - acc: 0.01 - ETA: 20s - loss: 8.5935 - acc: 0.01 - ETA: 19s - loss: 8.5860 - acc: 0.01 - ETA: 19s - loss: 8.5898 - acc: 0.01 - ETA: 18s - loss: 8.5879 - acc: 0.01 - ETA: 18s - loss: 8.5917 - acc: 0.01 - ETA: 18s - loss: 8.5982 - acc: 0.01 - ETA: 17s - loss: 8.5991 - acc: 0.01 - ETA: 17s - loss: 8.6000 - acc: 0.01 - ETA: 16s - loss: 8.6037 - acc: 0.01 - ETA: 16s - loss: 8.5963 - acc: 0.01 - ETA: 16s - loss: 8.5863 - acc: 0.01 - ETA: 15s - loss: 8.5900 - acc: 0.01 - ETA: 15s - loss: 8.5936 - acc: 0.01 - ETA: 14s - loss: 8.5864 - acc: 0.01 - ETA: 14s - loss: 8.5927 - acc: 0.01 - ETA: 13s - loss: 8.5990 - acc: 0.01 - ETA: 13s - loss: 8.6106 - acc: 0.01 - ETA: 13s - loss: 8.6061 - acc: 0.01 - ETA: 12s - loss: 8.5937 - acc: 0.01 - ETA: 12s - loss: 8.5813 - acc: 0.01 - ETA: 11s - loss: 8.5717 - acc: 0.01 - ETA: 11s - loss: 8.5726 - acc: 0.01 - ETA: 11s - loss: 8.5709 - acc: 0.01 - ETA: 10s - loss: 8.5693 - acc: 0.01 - ETA: 10s - loss: 8.5702 - acc: 0.01 - ETA: 9s - loss: 8.5738 - acc: 0.0108 - ETA: 9s - loss: 8.5747 - acc: 0.010 - ETA: 9s - loss: 8.5679 - acc: 0.010 - ETA: 8s - loss: 8.5740 - acc: 0.010 - ETA: 8s - loss: 8.5698 - acc: 0.010 - ETA: 7s - loss: 8.5682 - acc: 0.010 - ETA: 7s - loss: 8.5691 - acc: 0.010 - ETA: 6s - loss: 8.5802 - acc: 0.010 - ETA: 6s - loss: 8.5912 - acc: 0.010 - ETA: 6s - loss: 8.5871 - acc: 0.010 - ETA: 5s - loss: 8.5879 - acc: 0.010 - ETA: 5s - loss: 8.5988 - acc: 0.010 - ETA: 4s - loss: 8.5871 - acc: 0.010 - ETA: 4s - loss: 8.5905 - acc: 0.010 - ETA: 4s - loss: 8.5913 - acc: 0.010 - ETA: 3s - loss: 8.5996 - acc: 0.010 - ETA: 3s - loss: 8.5955 - acc: 0.010 - ETA: 2s - loss: 8.5914 - acc: 0.010 - ETA: 2s - loss: 8.5971 - acc: 0.011 - ETA: 2s - loss: 8.5955 - acc: 0.010 - ETA: 1s - loss: 8.5963 - acc: 0.010 - ETA: 1s - loss: 8.5923 - acc: 0.011 - ETA: 0s - loss: 8.5882 - acc: 0.011 - ETA: 0s - loss: 8.5891 - acc: 0.0110Epoch 00009: val_loss did not improve 6680/6680 [==============================] - 144s - loss: 8.5995 - acc: 0.0109 - val_loss: 8.6092 - val_acc: 0.0108
Out[76]:
<keras.callbacks.History at 0x2bc14ccc0>
Load the Model with the Best Validation Loss¶
In [77]:
model.load_weights('saved_models/weights.best.from_scratch.hdf5')
Test the Model¶
Try out your model on the test dataset of dog images. Ensure that your test accuracy is greater than 1%.
In [78]:
# get index of predicted dog breed for each image in test set
dog_breed_predictions = [np.argmax(model.predict(np.expand_dims(tensor, axis=0))) for tensor in test_tensors]
# report test accuracy
test_accuracy = 100*np.sum(np.array(dog_breed_predictions)==np.argmax(test_targets, axis=1))/len(dog_breed_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 1.1962%
In [44]:
bottleneck_features = np.load('bottleneck_features/DogVGG16Data.npz')
train_VGG16 = bottleneck_features['train']
valid_VGG16 = bottleneck_features['valid']
test_VGG16 = bottleneck_features['test']
Model Architecture¶
The model uses the the pre-trained VGG-16 model as a fixed feature extractor, where the last convolutional output of VGG-16 is fed as input to our model. We only add a global average pooling layer and a fully connected layer, where the latter contains one node for each dog category and is equipped with a softmax.
In [45]:
VGG16_model = Sequential()
VGG16_model.add(GlobalAveragePooling2D(input_shape=train_VGG16.shape[1:]))
VGG16_model.add(Dense(133, activation='softmax'))
VGG16_model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= global_average_pooling2d_3 ( (None, 512) 0 _________________________________________________________________ dense_3 (Dense) (None, 133) 68229 ================================================================= Total params: 68,229.0 Trainable params: 68,229.0 Non-trainable params: 0.0 _________________________________________________________________
Compile the Model¶
In [46]:
VGG16_model.compile(loss='categorical_crossentropy', optimizer='rmsprop', metrics=['accuracy'])
Train the Model¶
In [70]:
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.VGG16.hdf5',
verbose=1, save_best_only=True)
VGG16_model.fit(train_VGG16, train_targets,
validation_data=(valid_VGG16, valid_targets),
epochs=20, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/20 6620/6680 [============================>.] - ETA: 0s - loss: 8.8685 - acc: 0.450 - ETA: 2s - loss: 6.9116 - acc: 0.557 - ETA: 3s - loss: 7.4410 - acc: 0.526 - ETA: 2s - loss: 7.4733 - acc: 0.529 - ETA: 2s - loss: 7.4900 - acc: 0.528 - ETA: 2s - loss: 7.4875 - acc: 0.525 - ETA: 2s - loss: 7.3174 - acc: 0.538 - ETA: 1s - loss: 7.3322 - acc: 0.536 - ETA: 1s - loss: 7.4078 - acc: 0.532 - ETA: 1s - loss: 7.3848 - acc: 0.534 - ETA: 1s - loss: 7.3494 - acc: 0.536 - ETA: 1s - loss: 7.4583 - acc: 0.529 - ETA: 1s - loss: 7.3885 - acc: 0.533 - ETA: 1s - loss: 7.3464 - acc: 0.536 - ETA: 1s - loss: 7.3346 - acc: 0.536 - ETA: 1s - loss: 7.3672 - acc: 0.534 - ETA: 1s - loss: 7.4190 - acc: 0.531 - ETA: 1s - loss: 7.4491 - acc: 0.530 - ETA: 1s - loss: 7.4731 - acc: 0.528 - ETA: 1s - loss: 7.5052 - acc: 0.525 - ETA: 0s - loss: 7.4625 - acc: 0.528 - ETA: 0s - loss: 7.4700 - acc: 0.528 - ETA: 0s - loss: 7.4411 - acc: 0.530 - ETA: 0s - loss: 7.4640 - acc: 0.529 - ETA: 0s - loss: 7.4675 - acc: 0.528 - ETA: 0s - loss: 7.4614 - acc: 0.529 - ETA: 0s - loss: 7.4203 - acc: 0.531 - ETA: 0s - loss: 7.3870 - acc: 0.533 - ETA: 0s - loss: 7.3815 - acc: 0.533 - ETA: 0s - loss: 7.3783 - acc: 0.534 - ETA: 0s - loss: 7.3471 - acc: 0.535 - ETA: 0s - loss: 7.3446 - acc: 0.535 - ETA: 0s - loss: 7.3384 - acc: 0.536 - ETA: 0s - loss: 7.3381 - acc: 0.535 - ETA: 0s - loss: 7.3371 - acc: 0.536 - ETA: 0s - loss: 7.3423 - acc: 0.535 - ETA: 0s - loss: 7.3353 - acc: 0.535 - ETA: 0s - loss: 7.3219 - acc: 0.5367Epoch 00000: val_loss improved from inf to 7.99830, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 7.3188 - acc: 0.5370 - val_loss: 7.9983 - val_acc: 0.4563 Epoch 2/20 6500/6680 [============================>.] - ETA: 0s - loss: 4.0343 - acc: 0.750 - ETA: 1s - loss: 6.2641 - acc: 0.600 - ETA: 1s - loss: 7.1268 - acc: 0.550 - ETA: 1s - loss: 7.1056 - acc: 0.548 - ETA: 1s - loss: 7.0999 - acc: 0.550 - ETA: 1s - loss: 7.2186 - acc: 0.544 - ETA: 1s - loss: 7.1960 - acc: 0.547 - ETA: 1s - loss: 7.3280 - acc: 0.540 - ETA: 1s - loss: 7.4309 - acc: 0.533 - ETA: 1s - loss: 7.4489 - acc: 0.532 - ETA: 1s - loss: 7.3614 - acc: 0.537 - ETA: 1s - loss: 7.3953 - acc: 0.535 - ETA: 1s - loss: 7.3323 - acc: 0.538 - ETA: 1s - loss: 7.2826 - acc: 0.541 - ETA: 1s - loss: 7.2256 - acc: 0.545 - ETA: 1s - loss: 7.2232 - acc: 0.546 - ETA: 1s - loss: 7.2366 - acc: 0.545 - ETA: 0s - loss: 7.2427 - acc: 0.544 - ETA: 0s - loss: 7.2899 - acc: 0.541 - ETA: 0s - loss: 7.2574 - acc: 0.543 - ETA: 0s - loss: 7.2393 - acc: 0.544 - ETA: 0s - loss: 7.2553 - acc: 0.543 - ETA: 0s - loss: 7.2292 - acc: 0.544 - ETA: 0s - loss: 7.2221 - acc: 0.545 - ETA: 0s - loss: 7.2613 - acc: 0.542 - ETA: 0s - loss: 7.2938 - acc: 0.540 - ETA: 0s - loss: 7.3321 - acc: 0.538 - ETA: 0s - loss: 7.3395 - acc: 0.537 - ETA: 0s - loss: 7.3521 - acc: 0.537 - ETA: 0s - loss: 7.3521 - acc: 0.537 - ETA: 0s - loss: 7.3283 - acc: 0.538 - ETA: 0s - loss: 7.3481 - acc: 0.537 - ETA: 0s - loss: 7.3159 - acc: 0.539 - ETA: 0s - loss: 7.2984 - acc: 0.541 - ETA: 0s - loss: 7.3002 - acc: 0.541 - ETA: 0s - loss: 7.2871 - acc: 0.5415Epoch 00001: val_loss improved from 7.99830 to 7.99003, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 7.2891 - acc: 0.5413 - val_loss: 7.9900 - val_acc: 0.4527 Epoch 3/20 6640/6680 [============================>.] - ETA: 0s - loss: 5.6420 - acc: 0.650 - ETA: 1s - loss: 7.7172 - acc: 0.513 - ETA: 1s - loss: 7.4093 - acc: 0.534 - ETA: 1s - loss: 7.1542 - acc: 0.551 - ETA: 1s - loss: 7.2473 - acc: 0.547 - ETA: 1s - loss: 7.3024 - acc: 0.544 - ETA: 1s - loss: 7.3154 - acc: 0.543 - ETA: 1s - loss: 7.4356 - acc: 0.535 - ETA: 1s - loss: 7.2575 - acc: 0.546 - ETA: 1s - loss: 7.3546 - acc: 0.539 - ETA: 1s - loss: 7.3186 - acc: 0.542 - ETA: 1s - loss: 7.2995 - acc: 0.542 - ETA: 1s - loss: 7.3410 - acc: 0.539 - ETA: 1s - loss: 7.3483 - acc: 0.539 - ETA: 1s - loss: 7.3407 - acc: 0.539 - ETA: 1s - loss: 7.3291 - acc: 0.540 - ETA: 1s - loss: 7.3512 - acc: 0.539 - ETA: 1s - loss: 7.3210 - acc: 0.540 - ETA: 0s - loss: 7.3389 - acc: 0.539 - ETA: 0s - loss: 7.3717 - acc: 0.537 - ETA: 0s - loss: 7.3809 - acc: 0.537 - ETA: 0s - loss: 7.3705 - acc: 0.538 - ETA: 0s - loss: 7.3733 - acc: 0.538 - ETA: 0s - loss: 7.3572 - acc: 0.539 - ETA: 0s - loss: 7.3658 - acc: 0.538 - ETA: 0s - loss: 7.3648 - acc: 0.538 - ETA: 0s - loss: 7.3268 - acc: 0.540 - ETA: 0s - loss: 7.3304 - acc: 0.540 - ETA: 0s - loss: 7.3239 - acc: 0.540 - ETA: 0s - loss: 7.3059 - acc: 0.541 - ETA: 0s - loss: 7.3190 - acc: 0.540 - ETA: 0s - loss: 7.3130 - acc: 0.540 - ETA: 0s - loss: 7.2984 - acc: 0.541 - ETA: 0s - loss: 7.2785 - acc: 0.542 - ETA: 0s - loss: 7.2516 - acc: 0.544 - ETA: 0s - loss: 7.2510 - acc: 0.544 - ETA: 0s - loss: 7.2535 - acc: 0.5441Epoch 00002: val_loss did not improve 6680/6680 [==============================] - 2s - loss: 7.2480 - acc: 0.5445 - val_loss: 7.9958 - val_acc: 0.4407 Epoch 4/20 6560/6680 [============================>.] - ETA: 0s - loss: 8.8650 - acc: 0.450 - ETA: 1s - loss: 6.9241 - acc: 0.562 - ETA: 1s - loss: 6.8996 - acc: 0.563 - ETA: 1s - loss: 7.0552 - acc: 0.556 - ETA: 1s - loss: 7.0638 - acc: 0.555 - ETA: 1s - loss: 6.9831 - acc: 0.559 - ETA: 1s - loss: 7.0350 - acc: 0.554 - ETA: 1s - loss: 6.9091 - acc: 0.561 - ETA: 1s - loss: 6.8871 - acc: 0.564 - ETA: 1s - loss: 6.8561 - acc: 0.567 - ETA: 1s - loss: 6.8900 - acc: 0.564 - ETA: 1s - loss: 6.9432 - acc: 0.561 - ETA: 1s - loss: 7.0328 - acc: 0.556 - ETA: 1s - loss: 7.0519 - acc: 0.555 - ETA: 1s - loss: 7.0659 - acc: 0.554 - ETA: 0s - loss: 7.0956 - acc: 0.552 - ETA: 0s - loss: 7.1332 - acc: 0.549 - ETA: 0s - loss: 7.1674 - acc: 0.546 - ETA: 0s - loss: 7.1331 - acc: 0.548 - ETA: 0s - loss: 7.1324 - acc: 0.548 - ETA: 0s - loss: 7.1766 - acc: 0.546 - ETA: 0s - loss: 7.2044 - acc: 0.544 - ETA: 0s - loss: 7.1995 - acc: 0.545 - ETA: 0s - loss: 7.1894 - acc: 0.545 - ETA: 0s - loss: 7.2039 - acc: 0.544 - ETA: 0s - loss: 7.2026 - acc: 0.544 - ETA: 0s - loss: 7.1832 - acc: 0.545 - ETA: 0s - loss: 7.1635 - acc: 0.546 - ETA: 0s - loss: 7.1372 - acc: 0.548 - ETA: 0s - loss: 7.1374 - acc: 0.548 - ETA: 0s - loss: 7.1371 - acc: 0.548 - ETA: 0s - loss: 7.1412 - acc: 0.548 - ETA: 0s - loss: 7.1684 - acc: 0.546 - ETA: 0s - loss: 7.1662 - acc: 0.546 - ETA: 0s - loss: 7.1662 - acc: 0.5471Epoch 00003: val_loss improved from 7.99003 to 7.93542, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 7.1750 - acc: 0.5467 - val_loss: 7.9354 - val_acc: 0.4479 Epoch 5/20 6620/6680 [============================>.] - ETA: 0s - loss: 4.0323 - acc: 0.750 - ETA: 1s - loss: 6.1998 - acc: 0.615 - ETA: 1s - loss: 6.7671 - acc: 0.578 - ETA: 1s - loss: 6.8532 - acc: 0.571 - ETA: 1s - loss: 6.8342 - acc: 0.573 - ETA: 1s - loss: 6.8988 - acc: 0.569 - ETA: 1s - loss: 6.8912 - acc: 0.570 - ETA: 1s - loss: 6.8880 - acc: 0.569 - ETA: 1s - loss: 6.8720 - acc: 0.570 - ETA: 1s - loss: 6.8712 - acc: 0.570 - ETA: 1s - loss: 6.8659 - acc: 0.571 - ETA: 1s - loss: 6.8892 - acc: 0.569 - ETA: 1s - loss: 6.9458 - acc: 0.566 - ETA: 1s - loss: 6.9990 - acc: 0.562 - ETA: 1s - loss: 7.0211 - acc: 0.561 - ETA: 0s - loss: 7.0628 - acc: 0.558 - ETA: 0s - loss: 7.1261 - acc: 0.554 - ETA: 0s - loss: 7.1208 - acc: 0.554 - ETA: 0s - loss: 7.1472 - acc: 0.553 - ETA: 0s - loss: 7.1062 - acc: 0.555 - ETA: 0s - loss: 7.1309 - acc: 0.553 - ETA: 0s - loss: 7.1687 - acc: 0.551 - ETA: 0s - loss: 7.2088 - acc: 0.549 - ETA: 0s - loss: 7.1929 - acc: 0.549 - ETA: 0s - loss: 7.2056 - acc: 0.548 - ETA: 0s - loss: 7.1840 - acc: 0.550 - ETA: 0s - loss: 7.1380 - acc: 0.553 - ETA: 0s - loss: 7.1749 - acc: 0.550 - ETA: 0s - loss: 7.1911 - acc: 0.549 - ETA: 0s - loss: 7.1699 - acc: 0.550 - ETA: 0s - loss: 7.1598 - acc: 0.550 - ETA: 0s - loss: 7.1545 - acc: 0.551 - ETA: 0s - loss: 7.1629 - acc: 0.550 - ETA: 0s - loss: 7.1759 - acc: 0.550 - ETA: 0s - loss: 7.1711 - acc: 0.550 - ETA: 0s - loss: 7.1494 - acc: 0.5517Epoch 00004: val_loss improved from 7.93542 to 7.89115, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 7.1486 - acc: 0.5515 - val_loss: 7.8911 - val_acc: 0.4575 Epoch 6/20 6580/6680 [============================>.] - ETA: 0s - loss: 6.4473 - acc: 0.600 - ETA: 1s - loss: 7.0158 - acc: 0.562 - ETA: 1s - loss: 6.8959 - acc: 0.569 - ETA: 1s - loss: 7.0083 - acc: 0.561 - ETA: 1s - loss: 7.1701 - acc: 0.551 - ETA: 1s - loss: 7.3044 - acc: 0.542 - ETA: 1s - loss: 7.3661 - acc: 0.539 - ETA: 1s - loss: 7.3388 - acc: 0.541 - ETA: 1s - loss: 7.4363 - acc: 0.536 - ETA: 1s - loss: 7.4662 - acc: 0.533 - ETA: 1s - loss: 7.4670 - acc: 0.532 - ETA: 1s - loss: 7.3548 - acc: 0.539 - ETA: 1s - loss: 7.4133 - acc: 0.536 - ETA: 1s - loss: 7.3271 - acc: 0.541 - ETA: 1s - loss: 7.2609 - acc: 0.545 - ETA: 1s - loss: 7.3031 - acc: 0.543 - ETA: 1s - loss: 7.2878 - acc: 0.544 - ETA: 0s - loss: 7.2546 - acc: 0.545 - ETA: 0s - loss: 7.2505 - acc: 0.546 - ETA: 0s - loss: 7.1919 - acc: 0.550 - ETA: 0s - loss: 7.2466 - acc: 0.546 - ETA: 0s - loss: 7.2220 - acc: 0.548 - ETA: 0s - loss: 7.2236 - acc: 0.548 - ETA: 0s - loss: 7.2824 - acc: 0.544 - ETA: 0s - loss: 7.2312 - acc: 0.548 - ETA: 0s - loss: 7.2149 - acc: 0.549 - ETA: 0s - loss: 7.2033 - acc: 0.550 - ETA: 0s - loss: 7.1708 - acc: 0.552 - ETA: 0s - loss: 7.1315 - acc: 0.554 - ETA: 0s - loss: 7.1354 - acc: 0.554 - ETA: 0s - loss: 7.1484 - acc: 0.553 - ETA: 0s - loss: 7.1709 - acc: 0.552 - ETA: 0s - loss: 7.1698 - acc: 0.551 - ETA: 0s - loss: 7.1445 - acc: 0.553 - ETA: 0s - loss: 7.1556 - acc: 0.552 - ETA: 0s - loss: 7.1229 - acc: 0.5544Epoch 00005: val_loss improved from 7.89115 to 7.88831, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 7.1298 - acc: 0.5540 - val_loss: 7.8883 - val_acc: 0.4635 Epoch 7/20 6560/6680 [============================>.] - ETA: 1s - loss: 8.0592 - acc: 0.500 - ETA: 1s - loss: 7.3340 - acc: 0.545 - ETA: 1s - loss: 7.3764 - acc: 0.542 - ETA: 1s - loss: 7.4697 - acc: 0.536 - ETA: 1s - loss: 7.3119 - acc: 0.544 - ETA: 1s - loss: 7.1711 - acc: 0.553 - ETA: 1s - loss: 7.1333 - acc: 0.555 - ETA: 1s - loss: 7.1710 - acc: 0.552 - ETA: 1s - loss: 7.1396 - acc: 0.552 - ETA: 1s - loss: 7.1172 - acc: 0.554 - ETA: 1s - loss: 7.0724 - acc: 0.556 - ETA: 1s - loss: 7.0512 - acc: 0.557 - ETA: 1s - loss: 7.0952 - acc: 0.554 - ETA: 1s - loss: 7.1086 - acc: 0.554 - ETA: 1s - loss: 7.1307 - acc: 0.552 - ETA: 1s - loss: 7.0989 - acc: 0.554 - ETA: 0s - loss: 7.1688 - acc: 0.550 - ETA: 0s - loss: 7.1528 - acc: 0.550 - ETA: 0s - loss: 7.1881 - acc: 0.548 - ETA: 0s - loss: 7.1937 - acc: 0.547 - ETA: 0s - loss: 7.1715 - acc: 0.549 - ETA: 0s - loss: 7.2124 - acc: 0.546 - ETA: 0s - loss: 7.1388 - acc: 0.551 - ETA: 0s - loss: 7.1507 - acc: 0.550 - ETA: 0s - loss: 7.1658 - acc: 0.549 - ETA: 0s - loss: 7.1746 - acc: 0.549 - ETA: 0s - loss: 7.1379 - acc: 0.551 - ETA: 0s - loss: 7.1296 - acc: 0.551 - ETA: 0s - loss: 7.0846 - acc: 0.554 - ETA: 0s - loss: 7.0337 - acc: 0.557 - ETA: 0s - loss: 7.0438 - acc: 0.557 - ETA: 0s - loss: 7.0615 - acc: 0.556 - ETA: 0s - loss: 7.0614 - acc: 0.555 - ETA: 0s - loss: 7.0594 - acc: 0.556 - ETA: 0s - loss: 7.0583 - acc: 0.5561Epoch 00006: val_loss improved from 7.88831 to 7.86393, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 7.0666 - acc: 0.5557 - val_loss: 7.8639 - val_acc: 0.4635 Epoch 8/20 6660/6680 [============================>.] - ETA: 0s - loss: 8.0591 - acc: 0.500 - ETA: 1s - loss: 7.2888 - acc: 0.545 - ETA: 1s - loss: 7.1119 - acc: 0.557 - ETA: 1s - loss: 6.7711 - acc: 0.577 - ETA: 1s - loss: 6.9345 - acc: 0.567 - ETA: 1s - loss: 6.9471 - acc: 0.566 - ETA: 1s - loss: 6.8137 - acc: 0.572 - ETA: 1s - loss: 6.9741 - acc: 0.562 - ETA: 1s - loss: 6.7832 - acc: 0.575 - ETA: 1s - loss: 6.7724 - acc: 0.575 - ETA: 1s - loss: 6.9192 - acc: 0.565 - ETA: 1s - loss: 6.9251 - acc: 0.565 - ETA: 1s - loss: 6.9231 - acc: 0.565 - ETA: 1s - loss: 6.8840 - acc: 0.568 - ETA: 1s - loss: 6.9188 - acc: 0.566 - ETA: 1s - loss: 6.9009 - acc: 0.567 - ETA: 1s - loss: 6.9061 - acc: 0.567 - ETA: 0s - loss: 6.9880 - acc: 0.562 - ETA: 0s - loss: 6.9652 - acc: 0.563 - ETA: 0s - loss: 7.0135 - acc: 0.561 - ETA: 0s - loss: 6.9832 - acc: 0.562 - ETA: 0s - loss: 6.9838 - acc: 0.562 - ETA: 0s - loss: 6.9893 - acc: 0.562 - ETA: 0s - loss: 6.9660 - acc: 0.563 - ETA: 0s - loss: 6.9753 - acc: 0.563 - ETA: 0s - loss: 6.9690 - acc: 0.563 - ETA: 0s - loss: 7.0066 - acc: 0.561 - ETA: 0s - loss: 7.0188 - acc: 0.560 - ETA: 0s - loss: 6.9929 - acc: 0.562 - ETA: 0s - loss: 7.0176 - acc: 0.560 - ETA: 0s - loss: 7.0108 - acc: 0.561 - ETA: 0s - loss: 7.0142 - acc: 0.561 - ETA: 0s - loss: 7.0204 - acc: 0.560 - ETA: 0s - loss: 7.0220 - acc: 0.560 - ETA: 0s - loss: 7.0304 - acc: 0.559 - ETA: 0s - loss: 7.0501 - acc: 0.558 - ETA: 0s - loss: 7.0291 - acc: 0.5598Epoch 00007: val_loss improved from 7.86393 to 7.78130, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 7.0267 - acc: 0.5599 - val_loss: 7.7813 - val_acc: 0.4587 Epoch 9/20 6500/6680 [============================>.] - ETA: 0s - loss: 5.6446 - acc: 0.650 - ETA: 1s - loss: 7.3353 - acc: 0.540 - ETA: 1s - loss: 7.3386 - acc: 0.542 - ETA: 1s - loss: 7.0353 - acc: 0.562 - ETA: 1s - loss: 7.0657 - acc: 0.560 - ETA: 1s - loss: 6.9307 - acc: 0.569 - ETA: 1s - loss: 7.0701 - acc: 0.559 - ETA: 1s - loss: 6.9106 - acc: 0.569 - ETA: 1s - loss: 6.9635 - acc: 0.566 - ETA: 1s - loss: 6.9274 - acc: 0.568 - ETA: 1s - loss: 6.9068 - acc: 0.570 - ETA: 1s - loss: 6.9540 - acc: 0.567 - ETA: 1s - loss: 6.9785 - acc: 0.565 - ETA: 1s - loss: 7.0467 - acc: 0.561 - ETA: 1s - loss: 6.9962 - acc: 0.564 - ETA: 1s - loss: 6.9611 - acc: 0.566 - ETA: 1s - loss: 6.9777 - acc: 0.565 - ETA: 0s - loss: 7.0055 - acc: 0.563 - ETA: 0s - loss: 6.9528 - acc: 0.566 - ETA: 0s - loss: 6.9407 - acc: 0.567 - ETA: 0s - loss: 6.9402 - acc: 0.567 - ETA: 0s - loss: 6.9710 - acc: 0.565 - ETA: 0s - loss: 6.9480 - acc: 0.567 - ETA: 0s - loss: 6.8970 - acc: 0.570 - ETA: 0s - loss: 6.9006 - acc: 0.570 - ETA: 0s - loss: 6.9178 - acc: 0.569 - ETA: 0s - loss: 6.9023 - acc: 0.569 - ETA: 0s - loss: 6.8720 - acc: 0.571 - ETA: 0s - loss: 6.8914 - acc: 0.570 - ETA: 0s - loss: 6.9233 - acc: 0.568 - ETA: 0s - loss: 6.9169 - acc: 0.568 - ETA: 0s - loss: 6.9635 - acc: 0.565 - ETA: 0s - loss: 6.9686 - acc: 0.565 - ETA: 0s - loss: 6.9844 - acc: 0.564 - ETA: 0s - loss: 6.9975 - acc: 0.563 - ETA: 0s - loss: 7.0196 - acc: 0.5622Epoch 00008: val_loss did not improve 6680/6680 [==============================] - 2s - loss: 7.0141 - acc: 0.5623 - val_loss: 7.7975 - val_acc: 0.4671 Epoch 10/20 6640/6680 [============================>.] - ETA: 0s - loss: 7.2537 - acc: 0.550 - ETA: 1s - loss: 6.4482 - acc: 0.600 - ETA: 1s - loss: 6.9243 - acc: 0.570 - ETA: 1s - loss: 6.7501 - acc: 0.581 - ETA: 1s - loss: 6.8315 - acc: 0.576 - ETA: 1s - loss: 6.7796 - acc: 0.579 - ETA: 1s - loss: 6.8177 - acc: 0.577 - ETA: 1s - loss: 6.9083 - acc: 0.571 - ETA: 1s - loss: 7.0277 - acc: 0.563 - ETA: 1s - loss: 7.0416 - acc: 0.562 - ETA: 1s - loss: 7.0860 - acc: 0.560 - ETA: 1s - loss: 7.1302 - acc: 0.557 - ETA: 1s - loss: 7.1240 - acc: 0.557 - ETA: 1s - loss: 7.1595 - acc: 0.555 - ETA: 1s - loss: 7.0455 - acc: 0.562 - ETA: 1s - loss: 7.0305 - acc: 0.563 - ETA: 0s - loss: 7.0172 - acc: 0.564 - ETA: 0s - loss: 6.9853 - acc: 0.566 - ETA: 0s - loss: 6.9805 - acc: 0.566 - ETA: 0s - loss: 6.9943 - acc: 0.565 - ETA: 0s - loss: 7.0098 - acc: 0.564 - ETA: 0s - loss: 6.9719 - acc: 0.566 - ETA: 0s - loss: 6.9868 - acc: 0.565 - ETA: 0s - loss: 7.0025 - acc: 0.564 - ETA: 0s - loss: 7.0287 - acc: 0.563 - ETA: 0s - loss: 7.0409 - acc: 0.562 - ETA: 0s - loss: 7.0182 - acc: 0.563 - ETA: 0s - loss: 6.9956 - acc: 0.564 - ETA: 0s - loss: 6.9869 - acc: 0.565 - ETA: 0s - loss: 7.0059 - acc: 0.563 - ETA: 0s - loss: 6.9823 - acc: 0.565 - ETA: 0s - loss: 6.9740 - acc: 0.565 - ETA: 0s - loss: 6.9499 - acc: 0.567 - ETA: 0s - loss: 6.9695 - acc: 0.565 - ETA: 0s - loss: 6.9827 - acc: 0.565 - ETA: 0s - loss: 6.9879 - acc: 0.564 - ETA: 0s - loss: 7.0179 - acc: 0.5628Epoch 00009: val_loss improved from 7.78130 to 7.75260, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 7.0025 - acc: 0.5638 - val_loss: 7.7526 - val_acc: 0.4611 Epoch 11/20 6520/6680 [============================>.] - ETA: 0s - loss: 5.6413 - acc: 0.650 - ETA: 1s - loss: 6.9005 - acc: 0.568 - ETA: 1s - loss: 7.1762 - acc: 0.552 - ETA: 1s - loss: 6.7304 - acc: 0.575 - ETA: 1s - loss: 6.9178 - acc: 0.565 - ETA: 1s - loss: 6.8796 - acc: 0.569 - ETA: 1s - loss: 6.9952 - acc: 0.562 - ETA: 1s - loss: 6.9722 - acc: 0.564 - ETA: 1s - loss: 7.0252 - acc: 0.561 - ETA: 1s - loss: 6.9970 - acc: 0.562 - ETA: 1s - loss: 7.0172 - acc: 0.560 - ETA: 1s - loss: 6.9913 - acc: 0.562 - ETA: 1s - loss: 6.9597 - acc: 0.563 - ETA: 1s - loss: 6.9185 - acc: 0.565 - ETA: 1s - loss: 6.8640 - acc: 0.569 - ETA: 1s - loss: 6.8425 - acc: 0.570 - ETA: 1s - loss: 6.8350 - acc: 0.571 - ETA: 0s - loss: 6.8360 - acc: 0.571 - ETA: 0s - loss: 6.8755 - acc: 0.568 - ETA: 0s - loss: 6.8760 - acc: 0.568 - ETA: 0s - loss: 6.8733 - acc: 0.568 - ETA: 0s - loss: 6.8883 - acc: 0.567 - ETA: 0s - loss: 6.8590 - acc: 0.569 - ETA: 0s - loss: 6.8202 - acc: 0.572 - ETA: 0s - loss: 6.8270 - acc: 0.571 - ETA: 0s - loss: 6.8645 - acc: 0.569 - ETA: 0s - loss: 6.8627 - acc: 0.569 - ETA: 0s - loss: 6.8775 - acc: 0.568 - ETA: 0s - loss: 6.8772 - acc: 0.568 - ETA: 0s - loss: 6.8778 - acc: 0.568 - ETA: 0s - loss: 6.8784 - acc: 0.568 - ETA: 0s - loss: 6.8830 - acc: 0.568 - ETA: 0s - loss: 6.9121 - acc: 0.566 - ETA: 0s - loss: 6.9448 - acc: 0.564 - ETA: 0s - loss: 6.9463 - acc: 0.564 - ETA: 0s - loss: 6.9338 - acc: 0.5650Epoch 00010: val_loss improved from 7.75260 to 7.73123, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 6.9416 - acc: 0.5647 - val_loss: 7.7312 - val_acc: 0.4611 Epoch 12/20 6580/6680 [============================>.] - ETA: 0s - loss: 7.2532 - acc: 0.550 - ETA: 1s - loss: 6.1811 - acc: 0.610 - ETA: 1s - loss: 6.3569 - acc: 0.600 - ETA: 1s - loss: 6.5502 - acc: 0.588 - ETA: 1s - loss: 6.7867 - acc: 0.575 - ETA: 1s - loss: 6.8072 - acc: 0.574 - ETA: 1s - loss: 6.7812 - acc: 0.575 - ETA: 1s - loss: 6.7317 - acc: 0.578 - ETA: 1s - loss: 6.7590 - acc: 0.576 - ETA: 1s - loss: 6.7694 - acc: 0.576 - ETA: 1s - loss: 6.8143 - acc: 0.574 - ETA: 1s - loss: 6.7001 - acc: 0.581 - ETA: 1s - loss: 6.7928 - acc: 0.576 - ETA: 1s - loss: 6.7595 - acc: 0.578 - ETA: 1s - loss: 6.7570 - acc: 0.578 - ETA: 1s - loss: 6.8033 - acc: 0.575 - ETA: 0s - loss: 6.8012 - acc: 0.575 - ETA: 0s - loss: 6.7912 - acc: 0.575 - ETA: 0s - loss: 6.7780 - acc: 0.576 - ETA: 0s - loss: 6.8071 - acc: 0.574 - ETA: 0s - loss: 6.7901 - acc: 0.576 - ETA: 0s - loss: 6.7424 - acc: 0.578 - ETA: 0s - loss: 6.7954 - acc: 0.575 - ETA: 0s - loss: 6.8061 - acc: 0.574 - ETA: 0s - loss: 6.7975 - acc: 0.575 - ETA: 0s - loss: 6.8036 - acc: 0.574 - ETA: 0s - loss: 6.8236 - acc: 0.573 - ETA: 0s - loss: 6.8059 - acc: 0.574 - ETA: 0s - loss: 6.8122 - acc: 0.574 - ETA: 0s - loss: 6.8391 - acc: 0.572 - ETA: 0s - loss: 6.8211 - acc: 0.573 - ETA: 0s - loss: 6.8253 - acc: 0.573 - ETA: 0s - loss: 6.8571 - acc: 0.571 - ETA: 0s - loss: 6.8790 - acc: 0.569 - ETA: 0s - loss: 6.8772 - acc: 0.569 - ETA: 0s - loss: 6.8857 - acc: 0.5691Epoch 00011: val_loss improved from 7.73123 to 7.70787, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 6.8985 - acc: 0.5684 - val_loss: 7.7079 - val_acc: 0.4623 Epoch 13/20 6500/6680 [============================>.] - ETA: 0s - loss: 7.2532 - acc: 0.550 - ETA: 1s - loss: 6.2615 - acc: 0.611 - ETA: 1s - loss: 6.5546 - acc: 0.591 - ETA: 1s - loss: 6.5954 - acc: 0.589 - ETA: 1s - loss: 6.6083 - acc: 0.586 - ETA: 1s - loss: 6.5794 - acc: 0.589 - ETA: 1s - loss: 6.5174 - acc: 0.593 - ETA: 1s - loss: 6.6484 - acc: 0.585 - ETA: 1s - loss: 6.6872 - acc: 0.583 - ETA: 1s - loss: 6.5994 - acc: 0.589 - ETA: 1s - loss: 6.6033 - acc: 0.588 - ETA: 1s - loss: 6.7511 - acc: 0.579 - ETA: 1s - loss: 6.7556 - acc: 0.579 - ETA: 1s - loss: 6.7723 - acc: 0.578 - ETA: 1s - loss: 6.7699 - acc: 0.578 - ETA: 1s - loss: 6.7725 - acc: 0.578 - ETA: 1s - loss: 6.8028 - acc: 0.576 - ETA: 0s - loss: 6.8310 - acc: 0.574 - ETA: 0s - loss: 6.8773 - acc: 0.571 - ETA: 0s - loss: 6.8601 - acc: 0.572 - ETA: 0s - loss: 6.8532 - acc: 0.573 - ETA: 0s - loss: 6.8798 - acc: 0.571 - ETA: 0s - loss: 6.8901 - acc: 0.570 - ETA: 0s - loss: 6.9091 - acc: 0.569 - ETA: 0s - loss: 6.8979 - acc: 0.570 - ETA: 0s - loss: 6.9256 - acc: 0.568 - ETA: 0s - loss: 6.9244 - acc: 0.568 - ETA: 0s - loss: 6.8902 - acc: 0.570 - ETA: 0s - loss: 6.8752 - acc: 0.571 - ETA: 0s - loss: 6.8705 - acc: 0.571 - ETA: 0s - loss: 6.8626 - acc: 0.572 - ETA: 0s - loss: 6.8665 - acc: 0.572 - ETA: 0s - loss: 6.8698 - acc: 0.571 - ETA: 0s - loss: 6.8827 - acc: 0.570 - ETA: 0s - loss: 6.8721 - acc: 0.571 - ETA: 0s - loss: 6.8697 - acc: 0.5714Epoch 00012: val_loss did not improve 6680/6680 [==============================] - 2s - loss: 6.8872 - acc: 0.5704 - val_loss: 7.7481 - val_acc: 0.4647 Epoch 14/20 6520/6680 [============================>.] - ETA: 0s - loss: 4.8355 - acc: 0.700 - ETA: 1s - loss: 6.8321 - acc: 0.568 - ETA: 1s - loss: 6.7413 - acc: 0.575 - ETA: 1s - loss: 7.2059 - acc: 0.548 - ETA: 1s - loss: 7.3030 - acc: 0.543 - ETA: 1s - loss: 7.3644 - acc: 0.540 - ETA: 1s - loss: 7.2290 - acc: 0.549 - ETA: 1s - loss: 7.1951 - acc: 0.551 - ETA: 1s - loss: 7.0835 - acc: 0.558 - ETA: 1s - loss: 6.9221 - acc: 0.568 - ETA: 1s - loss: 6.9889 - acc: 0.564 - ETA: 1s - loss: 7.0044 - acc: 0.563 - ETA: 1s - loss: 6.9883 - acc: 0.564 - ETA: 1s - loss: 6.9679 - acc: 0.566 - ETA: 1s - loss: 6.9940 - acc: 0.564 - ETA: 1s - loss: 6.8797 - acc: 0.571 - ETA: 1s - loss: 6.8994 - acc: 0.570 - ETA: 0s - loss: 6.9351 - acc: 0.568 - ETA: 0s - loss: 6.8992 - acc: 0.571 - ETA: 0s - loss: 6.8969 - acc: 0.570 - ETA: 0s - loss: 6.8471 - acc: 0.574 - ETA: 0s - loss: 6.8246 - acc: 0.575 - ETA: 0s - loss: 6.7946 - acc: 0.577 - ETA: 0s - loss: 6.8028 - acc: 0.576 - ETA: 0s - loss: 6.8015 - acc: 0.576 - ETA: 0s - loss: 6.7824 - acc: 0.577 - ETA: 0s - loss: 6.7223 - acc: 0.581 - ETA: 0s - loss: 6.7541 - acc: 0.579 - ETA: 0s - loss: 6.8196 - acc: 0.575 - ETA: 0s - loss: 6.8310 - acc: 0.574 - ETA: 0s - loss: 6.8433 - acc: 0.574 - ETA: 0s - loss: 6.8574 - acc: 0.573 - ETA: 0s - loss: 6.8640 - acc: 0.572 - ETA: 0s - loss: 6.8690 - acc: 0.572 - ETA: 0s - loss: 6.8546 - acc: 0.573 - ETA: 0s - loss: 6.8533 - acc: 0.5735Epoch 00013: val_loss improved from 7.70787 to 7.68618, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 6.8798 - acc: 0.5719 - val_loss: 7.6862 - val_acc: 0.4731 Epoch 15/20 6520/6680 [============================>.] - ETA: 1s - loss: 5.6413 - acc: 0.650 - ETA: 1s - loss: 6.6890 - acc: 0.585 - ETA: 1s - loss: 7.2902 - acc: 0.547 - ETA: 1s - loss: 7.0769 - acc: 0.560 - ETA: 1s - loss: 7.1658 - acc: 0.555 - ETA: 1s - loss: 7.2959 - acc: 0.546 - ETA: 1s - loss: 7.1740 - acc: 0.554 - ETA: 1s - loss: 6.9989 - acc: 0.565 - ETA: 1s - loss: 7.0592 - acc: 0.561 - ETA: 1s - loss: 6.9373 - acc: 0.568 - ETA: 1s - loss: 6.9158 - acc: 0.570 - ETA: 1s - loss: 6.8468 - acc: 0.574 - ETA: 1s - loss: 6.8939 - acc: 0.571 - ETA: 1s - loss: 6.8902 - acc: 0.571 - ETA: 1s - loss: 6.8471 - acc: 0.574 - ETA: 1s - loss: 6.8825 - acc: 0.571 - ETA: 1s - loss: 6.8600 - acc: 0.572 - ETA: 0s - loss: 6.8436 - acc: 0.573 - ETA: 0s - loss: 6.8946 - acc: 0.570 - ETA: 0s - loss: 6.9069 - acc: 0.568 - ETA: 0s - loss: 6.9205 - acc: 0.568 - ETA: 0s - loss: 6.8964 - acc: 0.569 - ETA: 0s - loss: 6.9318 - acc: 0.567 - ETA: 0s - loss: 6.9756 - acc: 0.565 - ETA: 0s - loss: 6.9624 - acc: 0.565 - ETA: 0s - loss: 6.9447 - acc: 0.566 - ETA: 0s - loss: 6.8828 - acc: 0.570 - ETA: 0s - loss: 6.8936 - acc: 0.570 - ETA: 0s - loss: 6.8859 - acc: 0.570 - ETA: 0s - loss: 6.8665 - acc: 0.571 - ETA: 0s - loss: 6.8907 - acc: 0.570 - ETA: 0s - loss: 6.8635 - acc: 0.571 - ETA: 0s - loss: 6.8784 - acc: 0.570 - ETA: 0s - loss: 6.9038 - acc: 0.569 - ETA: 0s - loss: 6.8806 - acc: 0.570 - ETA: 0s - loss: 6.8570 - acc: 0.5719Epoch 00014: val_loss did not improve 6680/6680 [==============================] - 2s - loss: 6.8552 - acc: 0.5720 - val_loss: 7.7295 - val_acc: 0.4599 Epoch 16/20 6560/6680 [============================>.] - ETA: 0s - loss: 5.5937 - acc: 0.650 - ETA: 1s - loss: 6.1690 - acc: 0.600 - ETA: 1s - loss: 6.0511 - acc: 0.610 - ETA: 1s - loss: 6.0810 - acc: 0.610 - ETA: 1s - loss: 6.3528 - acc: 0.595 - ETA: 1s - loss: 6.4193 - acc: 0.592 - ETA: 1s - loss: 6.4503 - acc: 0.591 - ETA: 1s - loss: 6.5790 - acc: 0.584 - ETA: 1s - loss: 6.5470 - acc: 0.587 - ETA: 1s - loss: 6.5866 - acc: 0.585 - ETA: 1s - loss: 6.5108 - acc: 0.589 - ETA: 1s - loss: 6.5284 - acc: 0.589 - ETA: 1s - loss: 6.5577 - acc: 0.587 - ETA: 1s - loss: 6.6540 - acc: 0.581 - ETA: 1s - loss: 6.7131 - acc: 0.578 - ETA: 1s - loss: 6.7133 - acc: 0.578 - ETA: 1s - loss: 6.7044 - acc: 0.579 - ETA: 0s - loss: 6.6601 - acc: 0.582 - ETA: 0s - loss: 6.6631 - acc: 0.582 - ETA: 0s - loss: 6.6781 - acc: 0.581 - ETA: 0s - loss: 6.6843 - acc: 0.581 - ETA: 0s - loss: 6.6737 - acc: 0.581 - ETA: 0s - loss: 6.6847 - acc: 0.581 - ETA: 0s - loss: 6.7302 - acc: 0.578 - ETA: 0s - loss: 6.7085 - acc: 0.579 - ETA: 0s - loss: 6.6916 - acc: 0.580 - ETA: 0s - loss: 6.7185 - acc: 0.578 - ETA: 0s - loss: 6.7429 - acc: 0.577 - ETA: 0s - loss: 6.7269 - acc: 0.578 - ETA: 0s - loss: 6.7429 - acc: 0.577 - ETA: 0s - loss: 6.7392 - acc: 0.577 - ETA: 0s - loss: 6.7946 - acc: 0.574 - ETA: 0s - loss: 6.7954 - acc: 0.573 - ETA: 0s - loss: 6.8114 - acc: 0.572 - ETA: 0s - loss: 6.8025 - acc: 0.573 - ETA: 0s - loss: 6.8194 - acc: 0.5724Epoch 00015: val_loss did not improve 6680/6680 [==============================] - 1s - loss: 6.8227 - acc: 0.5720 - val_loss: 7.6894 - val_acc: 0.4671 Epoch 17/20 6560/6680 [============================>.] - ETA: 0s - loss: 7.4377 - acc: 0.500 - ETA: 1s - loss: 7.3405 - acc: 0.537 - ETA: 1s - loss: 7.0232 - acc: 0.552 - ETA: 1s - loss: 7.1438 - acc: 0.546 - ETA: 1s - loss: 7.2647 - acc: 0.541 - ETA: 1s - loss: 6.9015 - acc: 0.564 - ETA: 1s - loss: 6.9595 - acc: 0.560 - ETA: 1s - loss: 7.0115 - acc: 0.558 - ETA: 1s - loss: 6.9595 - acc: 0.560 - ETA: 1s - loss: 6.9349 - acc: 0.562 - ETA: 1s - loss: 6.9598 - acc: 0.561 - ETA: 1s - loss: 6.9244 - acc: 0.563 - ETA: 1s - loss: 6.8339 - acc: 0.570 - ETA: 1s - loss: 6.7734 - acc: 0.574 - ETA: 1s - loss: 6.7761 - acc: 0.574 - ETA: 1s - loss: 6.7700 - acc: 0.574 - ETA: 1s - loss: 6.7482 - acc: 0.576 - ETA: 0s - loss: 6.7763 - acc: 0.574 - ETA: 0s - loss: 6.7115 - acc: 0.579 - ETA: 0s - loss: 6.6968 - acc: 0.580 - ETA: 0s - loss: 6.6969 - acc: 0.580 - ETA: 0s - loss: 6.6650 - acc: 0.582 - ETA: 0s - loss: 6.6675 - acc: 0.582 - ETA: 0s - loss: 6.7005 - acc: 0.580 - ETA: 0s - loss: 6.7294 - acc: 0.578 - ETA: 0s - loss: 6.7255 - acc: 0.578 - ETA: 0s - loss: 6.7595 - acc: 0.576 - ETA: 0s - loss: 6.7588 - acc: 0.576 - ETA: 0s - loss: 6.7755 - acc: 0.575 - ETA: 0s - loss: 6.7535 - acc: 0.576 - ETA: 0s - loss: 6.7708 - acc: 0.575 - ETA: 0s - loss: 6.7875 - acc: 0.574 - ETA: 0s - loss: 6.8238 - acc: 0.572 - ETA: 0s - loss: 6.8438 - acc: 0.570 - ETA: 0s - loss: 6.8140 - acc: 0.572 - ETA: 0s - loss: 6.8238 - acc: 0.5720Epoch 00016: val_loss improved from 7.68618 to 7.66094, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 6.8091 - acc: 0.5728 - val_loss: 7.6609 - val_acc: 0.4659 Epoch 18/20 6480/6680 [============================>.] - ETA: 0s - loss: 3.2236 - acc: 0.800 - ETA: 1s - loss: 6.8840 - acc: 0.562 - ETA: 1s - loss: 7.0621 - acc: 0.554 - ETA: 1s - loss: 6.7747 - acc: 0.573 - ETA: 1s - loss: 6.7910 - acc: 0.573 - ETA: 1s - loss: 6.7756 - acc: 0.574 - ETA: 1s - loss: 6.8278 - acc: 0.570 - ETA: 1s - loss: 6.7363 - acc: 0.576 - ETA: 1s - loss: 6.7256 - acc: 0.577 - ETA: 1s - loss: 6.6624 - acc: 0.581 - ETA: 1s - loss: 6.7085 - acc: 0.579 - ETA: 1s - loss: 6.6790 - acc: 0.581 - ETA: 1s - loss: 6.6840 - acc: 0.580 - ETA: 1s - loss: 6.8006 - acc: 0.572 - ETA: 1s - loss: 6.7911 - acc: 0.572 - ETA: 1s - loss: 6.8353 - acc: 0.570 - ETA: 0s - loss: 6.8284 - acc: 0.570 - ETA: 0s - loss: 6.7449 - acc: 0.574 - ETA: 0s - loss: 6.6655 - acc: 0.579 - ETA: 0s - loss: 6.6902 - acc: 0.578 - ETA: 0s - loss: 6.6913 - acc: 0.578 - ETA: 0s - loss: 6.7051 - acc: 0.577 - ETA: 0s - loss: 6.6548 - acc: 0.580 - ETA: 0s - loss: 6.6599 - acc: 0.579 - ETA: 0s - loss: 6.6702 - acc: 0.578 - ETA: 0s - loss: 6.6835 - acc: 0.578 - ETA: 0s - loss: 6.6865 - acc: 0.577 - ETA: 0s - loss: 6.6800 - acc: 0.578 - ETA: 0s - loss: 6.6877 - acc: 0.577 - ETA: 0s - loss: 6.6826 - acc: 0.578 - ETA: 0s - loss: 6.6604 - acc: 0.579 - ETA: 0s - loss: 6.6576 - acc: 0.579 - ETA: 0s - loss: 6.6435 - acc: 0.580 - ETA: 0s - loss: 6.6627 - acc: 0.578 - ETA: 0s - loss: 6.6695 - acc: 0.5785Epoch 00017: val_loss improved from 7.66094 to 7.55929, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 6.6630 - acc: 0.5790 - val_loss: 7.5593 - val_acc: 0.4683 Epoch 19/20 6500/6680 [============================>.] - ETA: 2s - loss: 8.1629 - acc: 0.450 - ETA: 1s - loss: 6.6875 - acc: 0.577 - ETA: 1s - loss: 6.7092 - acc: 0.577 - ETA: 1s - loss: 6.3066 - acc: 0.601 - ETA: 1s - loss: 6.6694 - acc: 0.578 - ETA: 1s - loss: 6.7475 - acc: 0.573 - ETA: 1s - loss: 6.7116 - acc: 0.575 - ETA: 1s - loss: 6.6732 - acc: 0.577 - ETA: 1s - loss: 6.7380 - acc: 0.573 - ETA: 1s - loss: 6.7280 - acc: 0.573 - ETA: 1s - loss: 6.7513 - acc: 0.572 - ETA: 1s - loss: 6.7206 - acc: 0.574 - ETA: 1s - loss: 6.6212 - acc: 0.580 - ETA: 1s - loss: 6.6278 - acc: 0.580 - ETA: 1s - loss: 6.5918 - acc: 0.582 - ETA: 1s - loss: 6.6151 - acc: 0.581 - ETA: 0s - loss: 6.6211 - acc: 0.581 - ETA: 0s - loss: 6.5790 - acc: 0.584 - ETA: 0s - loss: 6.5768 - acc: 0.584 - ETA: 0s - loss: 6.5502 - acc: 0.586 - ETA: 0s - loss: 6.5314 - acc: 0.587 - ETA: 0s - loss: 6.5239 - acc: 0.588 - ETA: 0s - loss: 6.5732 - acc: 0.585 - ETA: 0s - loss: 6.5649 - acc: 0.585 - ETA: 0s - loss: 6.5970 - acc: 0.584 - ETA: 0s - loss: 6.5745 - acc: 0.585 - ETA: 0s - loss: 6.5923 - acc: 0.584 - ETA: 0s - loss: 6.5905 - acc: 0.585 - ETA: 0s - loss: 6.5651 - acc: 0.586 - ETA: 0s - loss: 6.5601 - acc: 0.587 - ETA: 0s - loss: 6.5843 - acc: 0.585 - ETA: 0s - loss: 6.5696 - acc: 0.586 - ETA: 0s - loss: 6.5819 - acc: 0.585 - ETA: 0s - loss: 6.5735 - acc: 0.586 - ETA: 0s - loss: 6.5821 - acc: 0.5862Epoch 00018: val_loss improved from 7.55929 to 7.52242, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 1s - loss: 6.5692 - acc: 0.5870 - val_loss: 7.5224 - val_acc: 0.4754 Epoch 20/20 6500/6680 [============================>.] - ETA: 1s - loss: 8.0647 - acc: 0.500 - ETA: 1s - loss: 6.3050 - acc: 0.605 - ETA: 1s - loss: 6.6180 - acc: 0.587 - ETA: 1s - loss: 6.7492 - acc: 0.580 - ETA: 1s - loss: 6.8660 - acc: 0.573 - ETA: 1s - loss: 6.5692 - acc: 0.591 - ETA: 1s - loss: 6.6846 - acc: 0.582 - ETA: 1s - loss: 6.7456 - acc: 0.577 - ETA: 1s - loss: 6.6959 - acc: 0.580 - ETA: 1s - loss: 6.7160 - acc: 0.579 - ETA: 1s - loss: 6.6488 - acc: 0.583 - ETA: 1s - loss: 6.5811 - acc: 0.587 - ETA: 1s - loss: 6.6647 - acc: 0.582 - ETA: 1s - loss: 6.7003 - acc: 0.579 - ETA: 1s - loss: 6.6045 - acc: 0.585 - ETA: 1s - loss: 6.6588 - acc: 0.582 - ETA: 0s - loss: 6.6034 - acc: 0.585 - ETA: 0s - loss: 6.6236 - acc: 0.584 - ETA: 0s - loss: 6.6801 - acc: 0.581 - ETA: 0s - loss: 6.6428 - acc: 0.583 - ETA: 0s - loss: 6.6174 - acc: 0.585 - ETA: 0s - loss: 6.6104 - acc: 0.585 - ETA: 0s - loss: 6.6343 - acc: 0.583 - ETA: 0s - loss: 6.6377 - acc: 0.583 - ETA: 0s - loss: 6.6908 - acc: 0.580 - ETA: 0s - loss: 6.6472 - acc: 0.583 - ETA: 0s - loss: 6.6112 - acc: 0.585 - ETA: 0s - loss: 6.6241 - acc: 0.584 - ETA: 0s - loss: 6.6367 - acc: 0.584 - ETA: 0s - loss: 6.6280 - acc: 0.584 - ETA: 0s - loss: 6.6203 - acc: 0.585 - ETA: 0s - loss: 6.5789 - acc: 0.587 - ETA: 0s - loss: 6.5779 - acc: 0.587 - ETA: 0s - loss: 6.5984 - acc: 0.586 - ETA: 0s - loss: 6.5803 - acc: 0.587 - ETA: 0s - loss: 6.5600 - acc: 0.5889Epoch 00019: val_loss improved from 7.52242 to 7.45576, saving model to saved_models/weights.best.VGG16.hdf5 6680/6680 [==============================] - 2s - loss: 6.5569 - acc: 0.5892 - val_loss: 7.4558 - val_acc: 0.4766
Out[70]:
<keras.callbacks.History at 0x2bbe51b00>
Load the Model with the Best Validation Loss¶
In [71]:
VGG16_model.load_weights('saved_models/weights.best.VGG16.hdf5')
Test the Model¶
Now, we can use the CNN to test how well it identifies breed within our test dataset of dog images. We print the test accuracy below.
In [72]:
# get index of predicted dog breed for each image in test set
VGG16_predictions = [np.argmax(VGG16_model.predict(np.expand_dims(feature, axis=0))) for feature in test_VGG16]
# report test accuracy
test_accuracy = 100*np.sum(np.array(VGG16_predictions)==np.argmax(test_targets, axis=1))/len(VGG16_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 46.1722%
Predict Dog Breed with the Model¶
In [50]:
from extract_bottleneck_features import *
def VGG16_predict_breed(img_path):
# extract bottleneck features
bottleneck_feature = extract_VGG16(path_to_tensor(img_path))
# obtain predicted vector
predicted_vector = VGG16_model.predict(bottleneck_feature)
# return dog breed that is predicted by the model
return dog_names[np.argmax(predicted_vector)]
Step 5: Create a CNN to Classify Dog Breeds (using Transfer Learning)¶
You will now use transfer learning to create a CNN that can identify dog breed from images. Your CNN must attain at least 60% accuracy on the test set.
In Step 4, we used transfer learning to create a CNN using VGG-16 bottleneck features. In this section, you must use the bottleneck features from a different pre-trained model. To make things easier for you, we have pre-computed the features for all of the networks that are currently available in Keras:
- VGG-19 bottleneck features
- ResNet-50 bottleneck features
- Inception bottleneck features
- Xception bottleneck features
The files are encoded as such:
Dog{network}Data.npz
where {network}, in the above filename, can be one of VGG19, Resnet50, InceptionV3, or Xception. Pick one of the above architectures, download the corresponding bottleneck features, and store the downloaded file in the bottleneck_features/ folder in the repository.
(IMPLEMENTATION) Obtain Bottleneck Features¶
In the code block below, extract the bottleneck features corresponding to the train, test, and validation sets by running the following:
bottleneck_features = np.load('bottleneck_features/Dog{network}Data.npz')
train_{network} = bottleneck_features['train']
valid_{network} = bottleneck_features['valid']
test_{network} = bottleneck_features['test']In [51]:
### TODO: Obtain bottleneck features from another pre-trained CNN.
bottleneck_features = np.load('bottleneck_features/DogXceptionData.npz')
train_Xception = bottleneck_features['train']
valid_Xception = bottleneck_features['valid']
test_Xception = bottleneck_features['test']
(IMPLEMENTATION) Model Architecture¶
Create a CNN to classify dog breed. At the end of your code cell block, summarize the layers of your model by executing the line:
<your model's name>.summary()
Question 5: Outline the steps you took to get to your final CNN architecture and your reasoning at each step. Describe why you think the architecture is suitable for the current problem.
Answer:
- I try the original architectural design and it works well with the accuracy of 83.9713%
- I choose the original architecture without modifying because I think the Xception model is already complicated enough (272,517.0 parameters)
- I just add a GlobalAveragePooling2D layer and the output Dense layer with having 133 outputs corresponding to 133 different dog breeds.
- I choose the softmax activation function at the output layer because this is a classification problem so the softmax function would be suitable most
In [55]:
### TODO: Define your architecture.
Xception_model = Sequential()
Xception_model.add(GlobalAveragePooling2D(input_shape=train_Xception.shape[1:]))
Xception_model.add(Dense(133, activation='softmax'))
Xception_model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= global_average_pooling2d_5 ( (None, 2048) 0 _________________________________________________________________ dense_5 (Dense) (None, 133) 272517 ================================================================= Total params: 272,517.0 Trainable params: 272,517.0 Non-trainable params: 0.0 _________________________________________________________________
(IMPLEMENTATION) Compile the Model¶
In [56]:
### TODO: Compile the model.
Xception_model.compile(loss='categorical_crossentropy', optimizer='rmsprop', metrics=['accuracy'])
(IMPLEMENTATION) Train the Model¶
Train your model in the code cell below. Use model checkpointing to save the model that attains the best validation loss.
You are welcome to augment the training data, but this is not a requirement.
In [57]:
### TODO: Train the model.
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.Inc_model.hdf5',
verbose=1, save_best_only=True)
Xception_model.fit(train_Xception, train_targets,
validation_data=(valid_Xception, valid_targets),
epochs=2000, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/2000 6660/6680 [============================>.] - ETA: 151s - loss: 4.8632 - acc: 0.0000e+0 - ETA: 33s - loss: 5.0026 - acc: 0.0900 - ETA: 20s - loss: 4.7753 - acc: 0.13 - ETA: 15s - loss: 4.5827 - acc: 0.16 - ETA: 12s - loss: 4.3442 - acc: 0.21 - ETA: 11s - loss: 4.1305 - acc: 0.23 - ETA: 10s - loss: 3.9311 - acc: 0.26 - ETA: 9s - loss: 3.7180 - acc: 0.3000 - ETA: 8s - loss: 3.6039 - acc: 0.319 - ETA: 7s - loss: 3.4403 - acc: 0.344 - ETA: 7s - loss: 3.2729 - acc: 0.369 - ETA: 7s - loss: 3.1466 - acc: 0.394 - ETA: 6s - loss: 3.0222 - acc: 0.421 - ETA: 6s - loss: 2.9049 - acc: 0.442 - ETA: 6s - loss: 2.7949 - acc: 0.461 - ETA: 6s - loss: 2.6877 - acc: 0.482 - ETA: 5s - loss: 2.6000 - acc: 0.494 - ETA: 5s - loss: 2.5338 - acc: 0.500 - ETA: 5s - loss: 2.4677 - acc: 0.508 - ETA: 5s - loss: 2.3977 - acc: 0.518 - ETA: 5s - loss: 2.3211 - acc: 0.533 - ETA: 5s - loss: 2.2682 - acc: 0.542 - ETA: 4s - loss: 2.2112 - acc: 0.552 - ETA: 4s - loss: 2.1549 - acc: 0.563 - ETA: 4s - loss: 2.1030 - acc: 0.569 - ETA: 4s - loss: 2.0555 - acc: 0.577 - ETA: 4s - loss: 2.0138 - acc: 0.582 - ETA: 4s - loss: 1.9728 - acc: 0.587 - ETA: 4s - loss: 1.9331 - acc: 0.594 - ETA: 4s - loss: 1.8915 - acc: 0.600 - ETA: 3s - loss: 1.8562 - acc: 0.606 - ETA: 3s - loss: 1.8158 - acc: 0.614 - ETA: 3s - loss: 1.7828 - acc: 0.621 - ETA: 3s - loss: 1.7429 - acc: 0.629 - ETA: 3s - loss: 1.7087 - acc: 0.636 - ETA: 3s - loss: 1.6773 - acc: 0.640 - ETA: 3s - loss: 1.6578 - acc: 0.642 - ETA: 3s - loss: 1.6329 - acc: 0.646 - ETA: 3s - loss: 1.6100 - acc: 0.648 - ETA: 3s - loss: 1.5893 - acc: 0.652 - ETA: 3s - loss: 1.5659 - acc: 0.657 - ETA: 2s - loss: 1.5427 - acc: 0.659 - ETA: 2s - loss: 1.5216 - acc: 0.663 - ETA: 2s - loss: 1.5012 - acc: 0.667 - ETA: 2s - loss: 1.4831 - acc: 0.671 - ETA: 2s - loss: 1.4645 - acc: 0.674 - ETA: 2s - loss: 1.4509 - acc: 0.675 - ETA: 2s - loss: 1.4315 - acc: 0.678 - ETA: 2s - loss: 1.4160 - acc: 0.681 - ETA: 2s - loss: 1.3990 - acc: 0.683 - ETA: 2s - loss: 1.3837 - acc: 0.686 - ETA: 2s - loss: 1.3707 - acc: 0.688 - ETA: 2s - loss: 1.3572 - acc: 0.690 - ETA: 2s - loss: 1.3456 - acc: 0.692 - ETA: 1s - loss: 1.3331 - acc: 0.694 - ETA: 1s - loss: 1.3157 - acc: 0.698 - ETA: 1s - loss: 1.3035 - acc: 0.699 - ETA: 1s - loss: 1.2911 - acc: 0.701 - ETA: 1s - loss: 1.2780 - acc: 0.704 - ETA: 1s - loss: 1.2647 - acc: 0.707 - ETA: 1s - loss: 1.2522 - acc: 0.709 - ETA: 1s - loss: 1.2388 - acc: 0.711 - ETA: 1s - loss: 1.2295 - acc: 0.713 - ETA: 1s - loss: 1.2204 - acc: 0.713 - ETA: 1s - loss: 1.2133 - acc: 0.715 - ETA: 1s - loss: 1.2038 - acc: 0.716 - ETA: 1s - loss: 1.1922 - acc: 0.719 - ETA: 1s - loss: 1.1818 - acc: 0.721 - ETA: 1s - loss: 1.1721 - acc: 0.722 - ETA: 0s - loss: 1.1606 - acc: 0.724 - ETA: 0s - loss: 1.1514 - acc: 0.726 - ETA: 0s - loss: 1.1456 - acc: 0.727 - ETA: 0s - loss: 1.1374 - acc: 0.728 - ETA: 0s - loss: 1.1316 - acc: 0.729 - ETA: 0s - loss: 1.1229 - acc: 0.731 - ETA: 0s - loss: 1.1155 - acc: 0.732 - ETA: 0s - loss: 1.1075 - acc: 0.733 - ETA: 0s - loss: 1.1015 - acc: 0.734 - ETA: 0s - loss: 1.0940 - acc: 0.735 - ETA: 0s - loss: 1.0855 - acc: 0.736 - ETA: 0s - loss: 1.0773 - acc: 0.738 - ETA: 0s - loss: 1.0703 - acc: 0.739 - ETA: 0s - loss: 1.0634 - acc: 0.741 - ETA: 0s - loss: 1.0572 - acc: 0.7426Epoch 00000: val_loss improved from inf to 0.51937, saving model to saved_models/weights.best.Inc_model.hdf5 6680/6680 [==============================] - 5s - loss: 1.0546 - acc: 0.7433 - val_loss: 0.5194 - val_acc: 0.8275 Epoch 2/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.4385 - acc: 0.900 - ETA: 4s - loss: 0.4167 - acc: 0.880 - ETA: 4s - loss: 0.3737 - acc: 0.894 - ETA: 4s - loss: 0.3751 - acc: 0.892 - ETA: 4s - loss: 0.3793 - acc: 0.891 - ETA: 4s - loss: 0.3753 - acc: 0.890 - ETA: 4s - loss: 0.3756 - acc: 0.886 - ETA: 4s - loss: 0.3716 - acc: 0.884 - ETA: 4s - loss: 0.3703 - acc: 0.883 - ETA: 4s - loss: 0.3658 - acc: 0.885 - ETA: 4s - loss: 0.3695 - acc: 0.881 - ETA: 3s - loss: 0.3706 - acc: 0.878 - ETA: 3s - loss: 0.3662 - acc: 0.877 - ETA: 3s - loss: 0.3842 - acc: 0.872 - ETA: 3s - loss: 0.3706 - acc: 0.878 - ETA: 3s - loss: 0.3649 - acc: 0.882 - ETA: 3s - loss: 0.3625 - acc: 0.885 - ETA: 3s - loss: 0.3686 - acc: 0.882 - ETA: 3s - loss: 0.3823 - acc: 0.878 - ETA: 3s - loss: 0.3790 - acc: 0.879 - ETA: 3s - loss: 0.3730 - acc: 0.879 - ETA: 3s - loss: 0.3743 - acc: 0.879 - ETA: 3s - loss: 0.3745 - acc: 0.880 - ETA: 3s - loss: 0.3711 - acc: 0.881 - ETA: 3s - loss: 0.3766 - acc: 0.879 - ETA: 3s - loss: 0.3720 - acc: 0.882 - ETA: 3s - loss: 0.3698 - acc: 0.882 - ETA: 3s - loss: 0.3684 - acc: 0.882 - ETA: 3s - loss: 0.3691 - acc: 0.883 - ETA: 3s - loss: 0.3740 - acc: 0.882 - ETA: 2s - loss: 0.3753 - acc: 0.881 - ETA: 2s - loss: 0.3752 - acc: 0.880 - ETA: 2s - loss: 0.3746 - acc: 0.880 - ETA: 2s - loss: 0.3774 - acc: 0.880 - ETA: 2s - loss: 0.3762 - acc: 0.879 - ETA: 2s - loss: 0.3766 - acc: 0.879 - ETA: 2s - loss: 0.3798 - acc: 0.878 - ETA: 2s - loss: 0.3768 - acc: 0.880 - ETA: 2s - loss: 0.3765 - acc: 0.880 - ETA: 2s - loss: 0.3795 - acc: 0.879 - ETA: 2s - loss: 0.3871 - acc: 0.875 - ETA: 2s - loss: 0.3902 - acc: 0.875 - ETA: 2s - loss: 0.3906 - acc: 0.876 - ETA: 2s - loss: 0.3896 - acc: 0.877 - ETA: 2s - loss: 0.3885 - acc: 0.877 - ETA: 2s - loss: 0.3873 - acc: 0.877 - ETA: 2s - loss: 0.3913 - acc: 0.875 - ETA: 2s - loss: 0.3907 - acc: 0.875 - ETA: 1s - loss: 0.3950 - acc: 0.875 - ETA: 1s - loss: 0.3939 - acc: 0.875 - ETA: 1s - loss: 0.3952 - acc: 0.875 - ETA: 1s - loss: 0.3968 - acc: 0.874 - ETA: 1s - loss: 0.3967 - acc: 0.874 - ETA: 1s - loss: 0.3989 - acc: 0.874 - ETA: 1s - loss: 0.4008 - acc: 0.873 - ETA: 1s - loss: 0.4016 - acc: 0.873 - ETA: 1s - loss: 0.4005 - acc: 0.873 - ETA: 1s - loss: 0.3985 - acc: 0.874 - ETA: 1s - loss: 0.3966 - acc: 0.874 - ETA: 1s - loss: 0.3984 - acc: 0.874 - ETA: 1s - loss: 0.3958 - acc: 0.874 - ETA: 1s - loss: 0.3966 - acc: 0.874 - ETA: 1s - loss: 0.3941 - acc: 0.875 - ETA: 1s - loss: 0.3927 - acc: 0.875 - ETA: 1s - loss: 0.3921 - acc: 0.875 - ETA: 1s - loss: 0.3959 - acc: 0.874 - ETA: 0s - loss: 0.3996 - acc: 0.873 - ETA: 0s - loss: 0.3982 - acc: 0.873 - ETA: 0s - loss: 0.3981 - acc: 0.873 - ETA: 0s - loss: 0.3982 - acc: 0.873 - ETA: 0s - loss: 0.3984 - acc: 0.873 - ETA: 0s - loss: 0.3998 - acc: 0.872 - ETA: 0s - loss: 0.3997 - acc: 0.872 - ETA: 0s - loss: 0.4012 - acc: 0.871 - ETA: 0s - loss: 0.4004 - acc: 0.871 - ETA: 0s - loss: 0.3984 - acc: 0.872 - ETA: 0s - loss: 0.3979 - acc: 0.871 - ETA: 0s - loss: 0.3977 - acc: 0.872 - ETA: 0s - loss: 0.4003 - acc: 0.871 - ETA: 0s - loss: 0.4004 - acc: 0.871 - ETA: 0s - loss: 0.3979 - acc: 0.872 - ETA: 0s - loss: 0.3996 - acc: 0.872 - ETA: 0s - loss: 0.3987 - acc: 0.872 - ETA: 0s - loss: 0.3976 - acc: 0.8731Epoch 00001: val_loss improved from 0.51937 to 0.50445, saving model to saved_models/weights.best.Inc_model.hdf5 6680/6680 [==============================] - 5s - loss: 0.3985 - acc: 0.8728 - val_loss: 0.5044 - val_acc: 0.8371 Epoch 3/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.1650 - acc: 0.850 - ETA: 4s - loss: 0.1915 - acc: 0.910 - ETA: 4s - loss: 0.2228 - acc: 0.916 - ETA: 4s - loss: 0.2754 - acc: 0.903 - ETA: 4s - loss: 0.2970 - acc: 0.908 - ETA: 4s - loss: 0.3221 - acc: 0.902 - ETA: 4s - loss: 0.3051 - acc: 0.906 - ETA: 4s - loss: 0.3048 - acc: 0.903 - ETA: 4s - loss: 0.2969 - acc: 0.906 - ETA: 4s - loss: 0.2991 - acc: 0.906 - ETA: 4s - loss: 0.3012 - acc: 0.906 - ETA: 4s - loss: 0.2983 - acc: 0.907 - ETA: 4s - loss: 0.2994 - acc: 0.905 - ETA: 4s - loss: 0.2926 - acc: 0.907 - ETA: 3s - loss: 0.2941 - acc: 0.903 - ETA: 3s - loss: 0.2913 - acc: 0.906 - ETA: 3s - loss: 0.3007 - acc: 0.903 - ETA: 3s - loss: 0.3054 - acc: 0.902 - ETA: 3s - loss: 0.3086 - acc: 0.902 - ETA: 3s - loss: 0.3042 - acc: 0.903 - ETA: 3s - loss: 0.3025 - acc: 0.906 - ETA: 3s - loss: 0.3172 - acc: 0.904 - ETA: 3s - loss: 0.3226 - acc: 0.901 - ETA: 3s - loss: 0.3239 - acc: 0.901 - ETA: 3s - loss: 0.3194 - acc: 0.901 - ETA: 3s - loss: 0.3166 - acc: 0.902 - ETA: 3s - loss: 0.3113 - acc: 0.903 - ETA: 3s - loss: 0.3053 - acc: 0.905 - ETA: 3s - loss: 0.3063 - acc: 0.907 - ETA: 3s - loss: 0.3027 - acc: 0.908 - ETA: 3s - loss: 0.2987 - acc: 0.909 - ETA: 3s - loss: 0.2966 - acc: 0.909 - ETA: 2s - loss: 0.2986 - acc: 0.906 - ETA: 2s - loss: 0.2988 - acc: 0.907 - ETA: 2s - loss: 0.3059 - acc: 0.906 - ETA: 2s - loss: 0.3051 - acc: 0.907 - ETA: 2s - loss: 0.3042 - acc: 0.907 - ETA: 2s - loss: 0.3042 - acc: 0.906 - ETA: 2s - loss: 0.3101 - acc: 0.905 - ETA: 2s - loss: 0.3125 - acc: 0.904 - ETA: 2s - loss: 0.3149 - acc: 0.904 - ETA: 2s - loss: 0.3173 - acc: 0.903 - ETA: 2s - loss: 0.3148 - acc: 0.903 - ETA: 2s - loss: 0.3162 - acc: 0.902 - ETA: 2s - loss: 0.3176 - acc: 0.902 - ETA: 2s - loss: 0.3143 - acc: 0.903 - ETA: 2s - loss: 0.3137 - acc: 0.903 - ETA: 2s - loss: 0.3172 - acc: 0.902 - ETA: 2s - loss: 0.3219 - acc: 0.901 - ETA: 1s - loss: 0.3216 - acc: 0.901 - ETA: 1s - loss: 0.3230 - acc: 0.900 - ETA: 1s - loss: 0.3209 - acc: 0.900 - ETA: 1s - loss: 0.3167 - acc: 0.902 - ETA: 1s - loss: 0.3143 - acc: 0.902 - ETA: 1s - loss: 0.3164 - acc: 0.901 - ETA: 1s - loss: 0.3173 - acc: 0.901 - ETA: 1s - loss: 0.3201 - acc: 0.900 - ETA: 1s - loss: 0.3211 - acc: 0.900 - ETA: 1s - loss: 0.3205 - acc: 0.901 - ETA: 1s - loss: 0.3207 - acc: 0.900 - ETA: 1s - loss: 0.3189 - acc: 0.901 - ETA: 1s - loss: 0.3188 - acc: 0.901 - ETA: 1s - loss: 0.3169 - acc: 0.901 - ETA: 1s - loss: 0.3166 - acc: 0.902 - ETA: 1s - loss: 0.3157 - acc: 0.902 - ETA: 1s - loss: 0.3179 - acc: 0.901 - ETA: 0s - loss: 0.3190 - acc: 0.901 - ETA: 0s - loss: 0.3219 - acc: 0.900 - ETA: 0s - loss: 0.3220 - acc: 0.900 - ETA: 0s - loss: 0.3224 - acc: 0.900 - ETA: 0s - loss: 0.3236 - acc: 0.900 - ETA: 0s - loss: 0.3245 - acc: 0.900 - ETA: 0s - loss: 0.3231 - acc: 0.900 - ETA: 0s - loss: 0.3244 - acc: 0.900 - ETA: 0s - loss: 0.3248 - acc: 0.899 - ETA: 0s - loss: 0.3260 - acc: 0.899 - ETA: 0s - loss: 0.3266 - acc: 0.898 - ETA: 0s - loss: 0.3290 - acc: 0.898 - ETA: 0s - loss: 0.3277 - acc: 0.898 - ETA: 0s - loss: 0.3274 - acc: 0.898 - ETA: 0s - loss: 0.3285 - acc: 0.898 - ETA: 0s - loss: 0.3271 - acc: 0.898 - ETA: 0s - loss: 0.3261 - acc: 0.898 - ETA: 0s - loss: 0.3232 - acc: 0.8992Epoch 00002: val_loss improved from 0.50445 to 0.49186, saving model to saved_models/weights.best.Inc_model.hdf5 6680/6680 [==============================] - 5s - loss: 0.3225 - acc: 0.8996 - val_loss: 0.4919 - val_acc: 0.8467 Epoch 4/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.1997 - acc: 0.900 - ETA: 4s - loss: 0.3093 - acc: 0.890 - ETA: 4s - loss: 0.2502 - acc: 0.916 - ETA: 4s - loss: 0.2618 - acc: 0.919 - ETA: 4s - loss: 0.3378 - acc: 0.900 - ETA: 4s - loss: 0.3501 - acc: 0.895 - ETA: 4s - loss: 0.3211 - acc: 0.902 - ETA: 4s - loss: 0.3141 - acc: 0.903 - ETA: 4s - loss: 0.3003 - acc: 0.906 - ETA: 4s - loss: 0.2837 - acc: 0.909 - ETA: 4s - loss: 0.2704 - acc: 0.913 - ETA: 4s - loss: 0.2569 - acc: 0.918 - ETA: 4s - loss: 0.2542 - acc: 0.920 - ETA: 4s - loss: 0.2496 - acc: 0.922 - ETA: 3s - loss: 0.2543 - acc: 0.922 - ETA: 3s - loss: 0.2488 - acc: 0.923 - ETA: 3s - loss: 0.2460 - acc: 0.923 - ETA: 3s - loss: 0.2554 - acc: 0.922 - ETA: 3s - loss: 0.2663 - acc: 0.918 - ETA: 3s - loss: 0.2686 - acc: 0.918 - ETA: 3s - loss: 0.2626 - acc: 0.920 - ETA: 3s - loss: 0.2634 - acc: 0.920 - ETA: 3s - loss: 0.2766 - acc: 0.914 - ETA: 3s - loss: 0.2715 - acc: 0.916 - ETA: 3s - loss: 0.2803 - acc: 0.913 - ETA: 3s - loss: 0.2798 - acc: 0.913 - ETA: 3s - loss: 0.2866 - acc: 0.911 - ETA: 3s - loss: 0.2882 - acc: 0.911 - ETA: 3s - loss: 0.2872 - acc: 0.910 - ETA: 3s - loss: 0.2874 - acc: 0.909 - ETA: 3s - loss: 0.2823 - acc: 0.910 - ETA: 3s - loss: 0.2779 - acc: 0.912 - ETA: 2s - loss: 0.2832 - acc: 0.909 - ETA: 2s - loss: 0.2887 - acc: 0.909 - ETA: 2s - loss: 0.2841 - acc: 0.910 - ETA: 2s - loss: 0.2830 - acc: 0.911 - ETA: 2s - loss: 0.2806 - acc: 0.912 - ETA: 2s - loss: 0.2771 - acc: 0.913 - ETA: 2s - loss: 0.2791 - acc: 0.913 - ETA: 2s - loss: 0.2832 - acc: 0.912 - ETA: 2s - loss: 0.2853 - acc: 0.912 - ETA: 2s - loss: 0.2909 - acc: 0.911 - ETA: 2s - loss: 0.2881 - acc: 0.911 - ETA: 2s - loss: 0.2846 - acc: 0.913 - ETA: 2s - loss: 0.2840 - acc: 0.912 - ETA: 2s - loss: 0.2853 - acc: 0.912 - ETA: 2s - loss: 0.2832 - acc: 0.912 - ETA: 2s - loss: 0.2838 - acc: 0.911 - ETA: 2s - loss: 0.2800 - acc: 0.912 - ETA: 1s - loss: 0.2800 - acc: 0.912 - ETA: 1s - loss: 0.2825 - acc: 0.911 - ETA: 1s - loss: 0.2821 - acc: 0.911 - ETA: 1s - loss: 0.2818 - acc: 0.911 - ETA: 1s - loss: 0.2811 - acc: 0.911 - ETA: 1s - loss: 0.2800 - acc: 0.911 - ETA: 1s - loss: 0.2838 - acc: 0.910 - ETA: 1s - loss: 0.2841 - acc: 0.910 - ETA: 1s - loss: 0.2831 - acc: 0.910 - ETA: 1s - loss: 0.2852 - acc: 0.910 - ETA: 1s - loss: 0.2843 - acc: 0.910 - ETA: 1s - loss: 0.2820 - acc: 0.911 - ETA: 1s - loss: 0.2814 - acc: 0.912 - ETA: 1s - loss: 0.2813 - acc: 0.912 - ETA: 1s - loss: 0.2795 - acc: 0.912 - ETA: 1s - loss: 0.2799 - acc: 0.912 - ETA: 1s - loss: 0.2802 - acc: 0.912 - ETA: 1s - loss: 0.2792 - acc: 0.912 - ETA: 0s - loss: 0.2785 - acc: 0.912 - ETA: 0s - loss: 0.2784 - acc: 0.912 - ETA: 0s - loss: 0.2778 - acc: 0.912 - ETA: 0s - loss: 0.2775 - acc: 0.913 - ETA: 0s - loss: 0.2786 - acc: 0.913 - ETA: 0s - loss: 0.2774 - acc: 0.913 - ETA: 0s - loss: 0.2780 - acc: 0.912 - ETA: 0s - loss: 0.2810 - acc: 0.912 - ETA: 0s - loss: 0.2822 - acc: 0.911 - ETA: 0s - loss: 0.2817 - acc: 0.911 - ETA: 0s - loss: 0.2797 - acc: 0.912 - ETA: 0s - loss: 0.2786 - acc: 0.912 - ETA: 0s - loss: 0.2810 - acc: 0.912 - ETA: 0s - loss: 0.2791 - acc: 0.912 - ETA: 0s - loss: 0.2802 - acc: 0.912 - ETA: 0s - loss: 0.2796 - acc: 0.912 - ETA: 0s - loss: 0.2786 - acc: 0.9128Epoch 00003: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.2792 - acc: 0.9129 - val_loss: 0.5105 - val_acc: 0.8479 Epoch 5/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.2767 - acc: 0.950 - ETA: 4s - loss: 0.2127 - acc: 0.940 - ETA: 4s - loss: 0.1751 - acc: 0.961 - ETA: 4s - loss: 0.2409 - acc: 0.950 - ETA: 4s - loss: 0.2210 - acc: 0.952 - ETA: 4s - loss: 0.1966 - acc: 0.952 - ETA: 4s - loss: 0.2209 - acc: 0.946 - ETA: 4s - loss: 0.2090 - acc: 0.948 - ETA: 4s - loss: 0.2170 - acc: 0.940 - ETA: 4s - loss: 0.2190 - acc: 0.937 - ETA: 4s - loss: 0.2106 - acc: 0.939 - ETA: 4s - loss: 0.2189 - acc: 0.940 - ETA: 4s - loss: 0.2117 - acc: 0.942 - ETA: 4s - loss: 0.2113 - acc: 0.941 - ETA: 3s - loss: 0.2061 - acc: 0.942 - ETA: 3s - loss: 0.2139 - acc: 0.940 - ETA: 3s - loss: 0.2119 - acc: 0.939 - ETA: 3s - loss: 0.2225 - acc: 0.935 - ETA: 3s - loss: 0.2254 - acc: 0.934 - ETA: 3s - loss: 0.2286 - acc: 0.934 - ETA: 3s - loss: 0.2245 - acc: 0.935 - ETA: 3s - loss: 0.2175 - acc: 0.936 - ETA: 3s - loss: 0.2231 - acc: 0.935 - ETA: 3s - loss: 0.2225 - acc: 0.934 - ETA: 3s - loss: 0.2199 - acc: 0.934 - ETA: 3s - loss: 0.2228 - acc: 0.933 - ETA: 3s - loss: 0.2284 - acc: 0.931 - ETA: 3s - loss: 0.2265 - acc: 0.931 - ETA: 3s - loss: 0.2231 - acc: 0.932 - ETA: 3s - loss: 0.2255 - acc: 0.932 - ETA: 3s - loss: 0.2261 - acc: 0.931 - ETA: 2s - loss: 0.2275 - acc: 0.930 - ETA: 2s - loss: 0.2258 - acc: 0.930 - ETA: 2s - loss: 0.2242 - acc: 0.930 - ETA: 2s - loss: 0.2256 - acc: 0.931 - ETA: 2s - loss: 0.2247 - acc: 0.931 - ETA: 2s - loss: 0.2213 - acc: 0.932 - ETA: 2s - loss: 0.2192 - acc: 0.932 - ETA: 2s - loss: 0.2194 - acc: 0.932 - ETA: 2s - loss: 0.2220 - acc: 0.931 - ETA: 2s - loss: 0.2243 - acc: 0.930 - ETA: 2s - loss: 0.2257 - acc: 0.929 - ETA: 2s - loss: 0.2256 - acc: 0.929 - ETA: 2s - loss: 0.2268 - acc: 0.929 - ETA: 2s - loss: 0.2293 - acc: 0.929 - ETA: 2s - loss: 0.2313 - acc: 0.928 - ETA: 2s - loss: 0.2336 - acc: 0.928 - ETA: 2s - loss: 0.2311 - acc: 0.928 - ETA: 2s - loss: 0.2313 - acc: 0.928 - ETA: 1s - loss: 0.2303 - acc: 0.928 - ETA: 1s - loss: 0.2304 - acc: 0.928 - ETA: 1s - loss: 0.2296 - acc: 0.928 - ETA: 1s - loss: 0.2348 - acc: 0.926 - ETA: 1s - loss: 0.2345 - acc: 0.926 - ETA: 1s - loss: 0.2347 - acc: 0.926 - ETA: 1s - loss: 0.2329 - acc: 0.927 - ETA: 1s - loss: 0.2314 - acc: 0.928 - ETA: 1s - loss: 0.2353 - acc: 0.927 - ETA: 1s - loss: 0.2360 - acc: 0.926 - ETA: 1s - loss: 0.2394 - acc: 0.926 - ETA: 1s - loss: 0.2395 - acc: 0.926 - ETA: 1s - loss: 0.2402 - acc: 0.926 - ETA: 1s - loss: 0.2415 - acc: 0.926 - ETA: 1s - loss: 0.2417 - acc: 0.925 - ETA: 1s - loss: 0.2410 - acc: 0.925 - ETA: 1s - loss: 0.2395 - acc: 0.926 - ETA: 0s - loss: 0.2387 - acc: 0.926 - ETA: 0s - loss: 0.2402 - acc: 0.925 - ETA: 0s - loss: 0.2398 - acc: 0.925 - ETA: 0s - loss: 0.2392 - acc: 0.926 - ETA: 0s - loss: 0.2390 - acc: 0.926 - ETA: 0s - loss: 0.2408 - acc: 0.925 - ETA: 0s - loss: 0.2410 - acc: 0.925 - ETA: 0s - loss: 0.2405 - acc: 0.925 - ETA: 0s - loss: 0.2407 - acc: 0.925 - ETA: 0s - loss: 0.2426 - acc: 0.924 - ETA: 0s - loss: 0.2462 - acc: 0.923 - ETA: 0s - loss: 0.2460 - acc: 0.923 - ETA: 0s - loss: 0.2445 - acc: 0.924 - ETA: 0s - loss: 0.2448 - acc: 0.924 - ETA: 0s - loss: 0.2470 - acc: 0.923 - ETA: 0s - loss: 0.2454 - acc: 0.924 - ETA: 0s - loss: 0.2450 - acc: 0.923 - ETA: 0s - loss: 0.2439 - acc: 0.9242Epoch 00004: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.2441 - acc: 0.9241 - val_loss: 0.5363 - val_acc: 0.8455 Epoch 6/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.2996 - acc: 0.950 - ETA: 4s - loss: 0.1103 - acc: 0.980 - ETA: 4s - loss: 0.1451 - acc: 0.966 - ETA: 4s - loss: 0.1670 - acc: 0.961 - ETA: 4s - loss: 0.1928 - acc: 0.955 - ETA: 4s - loss: 0.1819 - acc: 0.957 - ETA: 4s - loss: 0.1739 - acc: 0.954 - ETA: 4s - loss: 0.1610 - acc: 0.958 - ETA: 4s - loss: 0.1795 - acc: 0.951 - ETA: 4s - loss: 0.1826 - acc: 0.951 - ETA: 4s - loss: 0.1879 - acc: 0.951 - ETA: 4s - loss: 0.1886 - acc: 0.950 - ETA: 4s - loss: 0.1928 - acc: 0.950 - ETA: 4s - loss: 0.1979 - acc: 0.948 - ETA: 4s - loss: 0.1966 - acc: 0.947 - ETA: 4s - loss: 0.1930 - acc: 0.946 - ETA: 3s - loss: 0.1879 - acc: 0.947 - ETA: 3s - loss: 0.1845 - acc: 0.948 - ETA: 3s - loss: 0.1812 - acc: 0.948 - ETA: 3s - loss: 0.1819 - acc: 0.946 - ETA: 3s - loss: 0.1863 - acc: 0.943 - ETA: 3s - loss: 0.1859 - acc: 0.944 - ETA: 3s - loss: 0.1891 - acc: 0.942 - ETA: 3s - loss: 0.1914 - acc: 0.943 - ETA: 3s - loss: 0.2046 - acc: 0.940 - ETA: 3s - loss: 0.2076 - acc: 0.937 - ETA: 3s - loss: 0.2073 - acc: 0.937 - ETA: 3s - loss: 0.2049 - acc: 0.938 - ETA: 3s - loss: 0.2066 - acc: 0.938 - ETA: 3s - loss: 0.2101 - acc: 0.938 - ETA: 3s - loss: 0.2080 - acc: 0.938 - ETA: 3s - loss: 0.2082 - acc: 0.938 - ETA: 3s - loss: 0.2058 - acc: 0.938 - ETA: 2s - loss: 0.2065 - acc: 0.937 - ETA: 2s - loss: 0.2078 - acc: 0.936 - ETA: 2s - loss: 0.2075 - acc: 0.937 - ETA: 2s - loss: 0.2085 - acc: 0.936 - ETA: 2s - loss: 0.2066 - acc: 0.935 - ETA: 2s - loss: 0.2095 - acc: 0.935 - ETA: 2s - loss: 0.2100 - acc: 0.935 - ETA: 2s - loss: 0.2111 - acc: 0.934 - ETA: 2s - loss: 0.2101 - acc: 0.934 - ETA: 2s - loss: 0.2132 - acc: 0.934 - ETA: 2s - loss: 0.2125 - acc: 0.934 - ETA: 2s - loss: 0.2105 - acc: 0.935 - ETA: 2s - loss: 0.2085 - acc: 0.935 - ETA: 2s - loss: 0.2127 - acc: 0.935 - ETA: 2s - loss: 0.2151 - acc: 0.934 - ETA: 2s - loss: 0.2188 - acc: 0.932 - ETA: 2s - loss: 0.2181 - acc: 0.933 - ETA: 1s - loss: 0.2201 - acc: 0.931 - ETA: 1s - loss: 0.2171 - acc: 0.932 - ETA: 1s - loss: 0.2145 - acc: 0.933 - ETA: 1s - loss: 0.2134 - acc: 0.933 - ETA: 1s - loss: 0.2123 - acc: 0.934 - ETA: 1s - loss: 0.2117 - acc: 0.933 - ETA: 1s - loss: 0.2121 - acc: 0.933 - ETA: 1s - loss: 0.2133 - acc: 0.933 - ETA: 1s - loss: 0.2115 - acc: 0.933 - ETA: 1s - loss: 0.2102 - acc: 0.934 - ETA: 1s - loss: 0.2090 - acc: 0.934 - ETA: 1s - loss: 0.2082 - acc: 0.934 - ETA: 1s - loss: 0.2135 - acc: 0.933 - ETA: 1s - loss: 0.2164 - acc: 0.933 - ETA: 1s - loss: 0.2185 - acc: 0.932 - ETA: 1s - loss: 0.2206 - acc: 0.932 - ETA: 1s - loss: 0.2202 - acc: 0.932 - ETA: 0s - loss: 0.2200 - acc: 0.932 - ETA: 0s - loss: 0.2198 - acc: 0.932 - ETA: 0s - loss: 0.2191 - acc: 0.933 - ETA: 0s - loss: 0.2189 - acc: 0.932 - ETA: 0s - loss: 0.2174 - acc: 0.932 - ETA: 0s - loss: 0.2164 - acc: 0.933 - ETA: 0s - loss: 0.2191 - acc: 0.933 - ETA: 0s - loss: 0.2210 - acc: 0.932 - ETA: 0s - loss: 0.2211 - acc: 0.932 - ETA: 0s - loss: 0.2206 - acc: 0.931 - ETA: 0s - loss: 0.2211 - acc: 0.932 - ETA: 0s - loss: 0.2189 - acc: 0.932 - ETA: 0s - loss: 0.2175 - acc: 0.933 - ETA: 0s - loss: 0.2183 - acc: 0.932 - ETA: 0s - loss: 0.2172 - acc: 0.933 - ETA: 0s - loss: 0.2170 - acc: 0.933 - ETA: 0s - loss: 0.2195 - acc: 0.9327Epoch 00005: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.2196 - acc: 0.9326 - val_loss: 0.5024 - val_acc: 0.8659 Epoch 7/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.3488 - acc: 0.900 - ETA: 4s - loss: 0.2245 - acc: 0.950 - ETA: 4s - loss: 0.1966 - acc: 0.944 - ETA: 4s - loss: 0.1789 - acc: 0.953 - ETA: 4s - loss: 0.1562 - acc: 0.958 - ETA: 4s - loss: 0.1474 - acc: 0.957 - ETA: 4s - loss: 0.1460 - acc: 0.958 - ETA: 4s - loss: 0.1496 - acc: 0.956 - ETA: 4s - loss: 0.1731 - acc: 0.951 - ETA: 4s - loss: 0.1623 - acc: 0.956 - ETA: 4s - loss: 0.1582 - acc: 0.957 - ETA: 4s - loss: 0.1563 - acc: 0.958 - ETA: 4s - loss: 0.1533 - acc: 0.959 - ETA: 4s - loss: 0.1548 - acc: 0.958 - ETA: 3s - loss: 0.1564 - acc: 0.958 - ETA: 3s - loss: 0.1576 - acc: 0.958 - ETA: 3s - loss: 0.1585 - acc: 0.956 - ETA: 3s - loss: 0.1594 - acc: 0.955 - ETA: 3s - loss: 0.1525 - acc: 0.957 - ETA: 3s - loss: 0.1570 - acc: 0.955 - ETA: 3s - loss: 0.1541 - acc: 0.956 - ETA: 3s - loss: 0.1587 - acc: 0.955 - ETA: 3s - loss: 0.1611 - acc: 0.953 - ETA: 3s - loss: 0.1633 - acc: 0.952 - ETA: 3s - loss: 0.1728 - acc: 0.951 - ETA: 3s - loss: 0.1721 - acc: 0.951 - ETA: 3s - loss: 0.1708 - acc: 0.951 - ETA: 3s - loss: 0.1687 - acc: 0.951 - ETA: 3s - loss: 0.1674 - acc: 0.952 - ETA: 3s - loss: 0.1653 - acc: 0.952 - ETA: 3s - loss: 0.1669 - acc: 0.952 - ETA: 2s - loss: 0.1671 - acc: 0.952 - ETA: 2s - loss: 0.1692 - acc: 0.951 - ETA: 2s - loss: 0.1693 - acc: 0.950 - ETA: 2s - loss: 0.1691 - acc: 0.951 - ETA: 2s - loss: 0.1679 - acc: 0.950 - ETA: 2s - loss: 0.1691 - acc: 0.949 - ETA: 2s - loss: 0.1668 - acc: 0.950 - ETA: 2s - loss: 0.1681 - acc: 0.949 - ETA: 2s - loss: 0.1716 - acc: 0.949 - ETA: 2s - loss: 0.1721 - acc: 0.949 - ETA: 2s - loss: 0.1727 - acc: 0.949 - ETA: 2s - loss: 0.1748 - acc: 0.949 - ETA: 2s - loss: 0.1749 - acc: 0.948 - ETA: 2s - loss: 0.1749 - acc: 0.948 - ETA: 2s - loss: 0.1777 - acc: 0.948 - ETA: 2s - loss: 0.1807 - acc: 0.947 - ETA: 2s - loss: 0.1825 - acc: 0.947 - ETA: 2s - loss: 0.1845 - acc: 0.947 - ETA: 1s - loss: 0.1835 - acc: 0.948 - ETA: 1s - loss: 0.1835 - acc: 0.947 - ETA: 1s - loss: 0.1849 - acc: 0.947 - ETA: 1s - loss: 0.1845 - acc: 0.947 - ETA: 1s - loss: 0.1843 - acc: 0.947 - ETA: 1s - loss: 0.1839 - acc: 0.947 - ETA: 1s - loss: 0.1819 - acc: 0.948 - ETA: 1s - loss: 0.1814 - acc: 0.948 - ETA: 1s - loss: 0.1800 - acc: 0.948 - ETA: 1s - loss: 0.1793 - acc: 0.948 - ETA: 1s - loss: 0.1791 - acc: 0.948 - ETA: 1s - loss: 0.1788 - acc: 0.948 - ETA: 1s - loss: 0.1788 - acc: 0.948 - ETA: 1s - loss: 0.1788 - acc: 0.948 - ETA: 1s - loss: 0.1793 - acc: 0.948 - ETA: 1s - loss: 0.1802 - acc: 0.948 - ETA: 1s - loss: 0.1826 - acc: 0.947 - ETA: 0s - loss: 0.1831 - acc: 0.947 - ETA: 0s - loss: 0.1826 - acc: 0.947 - ETA: 0s - loss: 0.1843 - acc: 0.946 - ETA: 0s - loss: 0.1851 - acc: 0.946 - ETA: 0s - loss: 0.1841 - acc: 0.946 - ETA: 0s - loss: 0.1835 - acc: 0.945 - ETA: 0s - loss: 0.1864 - acc: 0.945 - ETA: 0s - loss: 0.1882 - acc: 0.944 - ETA: 0s - loss: 0.1881 - acc: 0.944 - ETA: 0s - loss: 0.1886 - acc: 0.944 - ETA: 0s - loss: 0.1889 - acc: 0.944 - ETA: 0s - loss: 0.1906 - acc: 0.944 - ETA: 0s - loss: 0.1913 - acc: 0.943 - ETA: 0s - loss: 0.1917 - acc: 0.943 - ETA: 0s - loss: 0.1904 - acc: 0.944 - ETA: 0s - loss: 0.1927 - acc: 0.943 - ETA: 0s - loss: 0.1950 - acc: 0.942 - ETA: 0s - loss: 0.1958 - acc: 0.9423Epoch 00006: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.1959 - acc: 0.9422 - val_loss: 0.5419 - val_acc: 0.8539 Epoch 8/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.1226 - acc: 0.950 - ETA: 5s - loss: 0.1643 - acc: 0.920 - ETA: 4s - loss: 0.1258 - acc: 0.944 - ETA: 4s - loss: 0.1210 - acc: 0.950 - ETA: 4s - loss: 0.1483 - acc: 0.938 - ETA: 4s - loss: 0.1937 - acc: 0.931 - ETA: 4s - loss: 0.1863 - acc: 0.936 - ETA: 4s - loss: 0.1811 - acc: 0.937 - ETA: 4s - loss: 0.1866 - acc: 0.937 - ETA: 4s - loss: 0.1790 - acc: 0.939 - ETA: 4s - loss: 0.1860 - acc: 0.940 - ETA: 4s - loss: 0.1976 - acc: 0.934 - ETA: 4s - loss: 0.1968 - acc: 0.937 - ETA: 4s - loss: 0.1919 - acc: 0.937 - ETA: 3s - loss: 0.1950 - acc: 0.936 - ETA: 3s - loss: 0.1960 - acc: 0.936 - ETA: 3s - loss: 0.1945 - acc: 0.938 - ETA: 3s - loss: 0.1985 - acc: 0.937 - ETA: 3s - loss: 0.1947 - acc: 0.937 - ETA: 3s - loss: 0.1893 - acc: 0.940 - ETA: 3s - loss: 0.1842 - acc: 0.942 - ETA: 3s - loss: 0.1778 - acc: 0.944 - ETA: 3s - loss: 0.1813 - acc: 0.943 - ETA: 3s - loss: 0.1811 - acc: 0.944 - ETA: 3s - loss: 0.1764 - acc: 0.945 - ETA: 3s - loss: 0.1707 - acc: 0.947 - ETA: 3s - loss: 0.1741 - acc: 0.946 - ETA: 3s - loss: 0.1723 - acc: 0.946 - ETA: 3s - loss: 0.1693 - acc: 0.947 - ETA: 3s - loss: 0.1736 - acc: 0.946 - ETA: 3s - loss: 0.1711 - acc: 0.946 - ETA: 3s - loss: 0.1725 - acc: 0.945 - ETA: 2s - loss: 0.1715 - acc: 0.946 - ETA: 2s - loss: 0.1692 - acc: 0.947 - ETA: 2s - loss: 0.1737 - acc: 0.946 - ETA: 2s - loss: 0.1746 - acc: 0.945 - ETA: 2s - loss: 0.1750 - acc: 0.945 - ETA: 2s - loss: 0.1759 - acc: 0.945 - ETA: 2s - loss: 0.1762 - acc: 0.945 - ETA: 2s - loss: 0.1775 - acc: 0.945 - ETA: 2s - loss: 0.1765 - acc: 0.946 - ETA: 2s - loss: 0.1738 - acc: 0.947 - ETA: 2s - loss: 0.1738 - acc: 0.946 - ETA: 2s - loss: 0.1722 - acc: 0.946 - ETA: 2s - loss: 0.1745 - acc: 0.946 - ETA: 2s - loss: 0.1750 - acc: 0.946 - ETA: 2s - loss: 0.1734 - acc: 0.945 - ETA: 2s - loss: 0.1729 - acc: 0.946 - ETA: 2s - loss: 0.1718 - acc: 0.946 - ETA: 1s - loss: 0.1713 - acc: 0.946 - ETA: 1s - loss: 0.1699 - acc: 0.946 - ETA: 1s - loss: 0.1678 - acc: 0.946 - ETA: 1s - loss: 0.1674 - acc: 0.946 - ETA: 1s - loss: 0.1668 - acc: 0.946 - ETA: 1s - loss: 0.1659 - acc: 0.947 - ETA: 1s - loss: 0.1644 - acc: 0.947 - ETA: 1s - loss: 0.1652 - acc: 0.947 - ETA: 1s - loss: 0.1629 - acc: 0.948 - ETA: 1s - loss: 0.1642 - acc: 0.948 - ETA: 1s - loss: 0.1651 - acc: 0.948 - ETA: 1s - loss: 0.1651 - acc: 0.948 - ETA: 1s - loss: 0.1636 - acc: 0.949 - ETA: 1s - loss: 0.1667 - acc: 0.949 - ETA: 1s - loss: 0.1662 - acc: 0.949 - ETA: 1s - loss: 0.1673 - acc: 0.948 - ETA: 1s - loss: 0.1676 - acc: 0.947 - ETA: 1s - loss: 0.1685 - acc: 0.947 - ETA: 0s - loss: 0.1688 - acc: 0.947 - ETA: 0s - loss: 0.1717 - acc: 0.947 - ETA: 0s - loss: 0.1716 - acc: 0.946 - ETA: 0s - loss: 0.1718 - acc: 0.946 - ETA: 0s - loss: 0.1713 - acc: 0.946 - ETA: 0s - loss: 0.1728 - acc: 0.946 - ETA: 0s - loss: 0.1718 - acc: 0.946 - ETA: 0s - loss: 0.1702 - acc: 0.947 - ETA: 0s - loss: 0.1722 - acc: 0.947 - ETA: 0s - loss: 0.1743 - acc: 0.946 - ETA: 0s - loss: 0.1752 - acc: 0.946 - ETA: 0s - loss: 0.1748 - acc: 0.946 - ETA: 0s - loss: 0.1741 - acc: 0.946 - ETA: 0s - loss: 0.1737 - acc: 0.946 - ETA: 0s - loss: 0.1732 - acc: 0.945 - ETA: 0s - loss: 0.1753 - acc: 0.945 - ETA: 0s - loss: 0.1742 - acc: 0.9458Epoch 00007: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.1738 - acc: 0.9460 - val_loss: 0.5780 - val_acc: 0.8563 Epoch 9/2000 6620/6680 [============================>.] - ETA: 4s - loss: 0.0147 - acc: 1.000 - ETA: 4s - loss: 0.0821 - acc: 0.960 - ETA: 4s - loss: 0.1710 - acc: 0.950 - ETA: 4s - loss: 0.1406 - acc: 0.953 - ETA: 4s - loss: 0.1154 - acc: 0.964 - ETA: 4s - loss: 0.1019 - acc: 0.966 - ETA: 4s - loss: 0.1079 - acc: 0.964 - ETA: 4s - loss: 0.1358 - acc: 0.958 - ETA: 4s - loss: 0.1517 - acc: 0.957 - ETA: 4s - loss: 0.1466 - acc: 0.959 - ETA: 4s - loss: 0.1381 - acc: 0.962 - ETA: 4s - loss: 0.1411 - acc: 0.959 - ETA: 4s - loss: 0.1526 - acc: 0.956 - ETA: 4s - loss: 0.1503 - acc: 0.957 - ETA: 4s - loss: 0.1594 - acc: 0.956 - ETA: 4s - loss: 0.1574 - acc: 0.957 - ETA: 4s - loss: 0.1529 - acc: 0.957 - ETA: 4s - loss: 0.1504 - acc: 0.956 - ETA: 3s - loss: 0.1474 - acc: 0.955 - ETA: 3s - loss: 0.1470 - acc: 0.955 - ETA: 3s - loss: 0.1419 - acc: 0.956 - ETA: 3s - loss: 0.1386 - acc: 0.958 - ETA: 3s - loss: 0.1475 - acc: 0.957 - ETA: 3s - loss: 0.1434 - acc: 0.957 - ETA: 3s - loss: 0.1460 - acc: 0.957 - ETA: 3s - loss: 0.1432 - acc: 0.958 - ETA: 3s - loss: 0.1455 - acc: 0.957 - ETA: 3s - loss: 0.1457 - acc: 0.957 - ETA: 3s - loss: 0.1496 - acc: 0.955 - ETA: 3s - loss: 0.1505 - acc: 0.955 - ETA: 3s - loss: 0.1481 - acc: 0.956 - ETA: 3s - loss: 0.1471 - acc: 0.957 - ETA: 3s - loss: 0.1466 - acc: 0.957 - ETA: 3s - loss: 0.1466 - acc: 0.955 - ETA: 2s - loss: 0.1465 - acc: 0.955 - ETA: 2s - loss: 0.1472 - acc: 0.954 - ETA: 2s - loss: 0.1457 - acc: 0.955 - ETA: 2s - loss: 0.1457 - acc: 0.955 - ETA: 2s - loss: 0.1439 - acc: 0.955 - ETA: 2s - loss: 0.1419 - acc: 0.955 - ETA: 2s - loss: 0.1439 - acc: 0.955 - ETA: 2s - loss: 0.1416 - acc: 0.956 - ETA: 2s - loss: 0.1416 - acc: 0.955 - ETA: 2s - loss: 0.1416 - acc: 0.956 - ETA: 2s - loss: 0.1408 - acc: 0.956 - ETA: 2s - loss: 0.1426 - acc: 0.956 - ETA: 2s - loss: 0.1447 - acc: 0.954 - ETA: 2s - loss: 0.1497 - acc: 0.954 - ETA: 2s - loss: 0.1494 - acc: 0.954 - ETA: 2s - loss: 0.1490 - acc: 0.954 - ETA: 2s - loss: 0.1469 - acc: 0.955 - ETA: 1s - loss: 0.1469 - acc: 0.955 - ETA: 1s - loss: 0.1472 - acc: 0.954 - ETA: 1s - loss: 0.1495 - acc: 0.954 - ETA: 1s - loss: 0.1494 - acc: 0.954 - ETA: 1s - loss: 0.1503 - acc: 0.954 - ETA: 1s - loss: 0.1547 - acc: 0.953 - ETA: 1s - loss: 0.1528 - acc: 0.953 - ETA: 1s - loss: 0.1540 - acc: 0.953 - ETA: 1s - loss: 0.1544 - acc: 0.952 - ETA: 1s - loss: 0.1567 - acc: 0.952 - ETA: 1s - loss: 0.1557 - acc: 0.952 - ETA: 1s - loss: 0.1563 - acc: 0.951 - ETA: 1s - loss: 0.1561 - acc: 0.951 - ETA: 1s - loss: 0.1563 - acc: 0.952 - ETA: 1s - loss: 0.1597 - acc: 0.950 - ETA: 1s - loss: 0.1620 - acc: 0.950 - ETA: 1s - loss: 0.1625 - acc: 0.950 - ETA: 0s - loss: 0.1641 - acc: 0.950 - ETA: 0s - loss: 0.1640 - acc: 0.950 - ETA: 0s - loss: 0.1650 - acc: 0.950 - ETA: 0s - loss: 0.1638 - acc: 0.950 - ETA: 0s - loss: 0.1656 - acc: 0.949 - ETA: 0s - loss: 0.1648 - acc: 0.949 - ETA: 0s - loss: 0.1652 - acc: 0.949 - ETA: 0s - loss: 0.1662 - acc: 0.949 - ETA: 0s - loss: 0.1654 - acc: 0.949 - ETA: 0s - loss: 0.1666 - acc: 0.949 - ETA: 0s - loss: 0.1648 - acc: 0.950 - ETA: 0s - loss: 0.1640 - acc: 0.950 - ETA: 0s - loss: 0.1664 - acc: 0.950 - ETA: 0s - loss: 0.1669 - acc: 0.949 - ETA: 0s - loss: 0.1667 - acc: 0.949 - ETA: 0s - loss: 0.1670 - acc: 0.949 - ETA: 0s - loss: 0.1655 - acc: 0.9503Epoch 00008: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.1655 - acc: 0.9500 - val_loss: 0.5748 - val_acc: 0.8503 Epoch 10/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.1823 - acc: 0.950 - ETA: 4s - loss: 0.1445 - acc: 0.940 - ETA: 4s - loss: 0.1178 - acc: 0.955 - ETA: 4s - loss: 0.1049 - acc: 0.961 - ETA: 4s - loss: 0.1136 - acc: 0.955 - ETA: 4s - loss: 0.1037 - acc: 0.961 - ETA: 4s - loss: 0.0924 - acc: 0.968 - ETA: 4s - loss: 0.1066 - acc: 0.967 - ETA: 4s - loss: 0.0999 - acc: 0.969 - ETA: 4s - loss: 0.1001 - acc: 0.967 - ETA: 4s - loss: 0.1074 - acc: 0.964 - ETA: 3s - loss: 0.1011 - acc: 0.967 - ETA: 3s - loss: 0.1043 - acc: 0.966 - ETA: 3s - loss: 0.1237 - acc: 0.963 - ETA: 3s - loss: 0.1292 - acc: 0.963 - ETA: 3s - loss: 0.1428 - acc: 0.963 - ETA: 3s - loss: 0.1514 - acc: 0.960 - ETA: 3s - loss: 0.1498 - acc: 0.961 - ETA: 3s - loss: 0.1474 - acc: 0.960 - ETA: 3s - loss: 0.1491 - acc: 0.958 - ETA: 3s - loss: 0.1523 - acc: 0.957 - ETA: 3s - loss: 0.1569 - acc: 0.954 - ETA: 3s - loss: 0.1543 - acc: 0.955 - ETA: 3s - loss: 0.1545 - acc: 0.953 - ETA: 3s - loss: 0.1566 - acc: 0.953 - ETA: 3s - loss: 0.1523 - acc: 0.954 - ETA: 3s - loss: 0.1578 - acc: 0.953 - ETA: 3s - loss: 0.1580 - acc: 0.953 - ETA: 3s - loss: 0.1564 - acc: 0.953 - ETA: 2s - loss: 0.1592 - acc: 0.953 - ETA: 2s - loss: 0.1574 - acc: 0.953 - ETA: 2s - loss: 0.1572 - acc: 0.953 - ETA: 2s - loss: 0.1565 - acc: 0.953 - ETA: 2s - loss: 0.1581 - acc: 0.953 - ETA: 2s - loss: 0.1544 - acc: 0.954 - ETA: 2s - loss: 0.1525 - acc: 0.955 - ETA: 2s - loss: 0.1511 - acc: 0.954 - ETA: 2s - loss: 0.1503 - acc: 0.955 - ETA: 2s - loss: 0.1491 - acc: 0.955 - ETA: 2s - loss: 0.1469 - acc: 0.956 - ETA: 2s - loss: 0.1454 - acc: 0.956 - ETA: 2s - loss: 0.1455 - acc: 0.957 - ETA: 2s - loss: 0.1460 - acc: 0.956 - ETA: 2s - loss: 0.1446 - acc: 0.957 - ETA: 2s - loss: 0.1462 - acc: 0.956 - ETA: 2s - loss: 0.1455 - acc: 0.956 - ETA: 2s - loss: 0.1433 - acc: 0.957 - ETA: 1s - loss: 0.1482 - acc: 0.956 - ETA: 1s - loss: 0.1473 - acc: 0.957 - ETA: 1s - loss: 0.1483 - acc: 0.956 - ETA: 1s - loss: 0.1470 - acc: 0.957 - ETA: 1s - loss: 0.1484 - acc: 0.957 - ETA: 1s - loss: 0.1481 - acc: 0.958 - ETA: 1s - loss: 0.1470 - acc: 0.958 - ETA: 1s - loss: 0.1466 - acc: 0.958 - ETA: 1s - loss: 0.1468 - acc: 0.957 - ETA: 1s - loss: 0.1468 - acc: 0.957 - ETA: 1s - loss: 0.1457 - acc: 0.957 - ETA: 1s - loss: 0.1468 - acc: 0.957 - ETA: 1s - loss: 0.1459 - acc: 0.957 - ETA: 1s - loss: 0.1468 - acc: 0.956 - ETA: 1s - loss: 0.1454 - acc: 0.957 - ETA: 1s - loss: 0.1448 - acc: 0.957 - ETA: 1s - loss: 0.1441 - acc: 0.957 - ETA: 1s - loss: 0.1454 - acc: 0.957 - ETA: 0s - loss: 0.1464 - acc: 0.956 - ETA: 0s - loss: 0.1478 - acc: 0.956 - ETA: 0s - loss: 0.1490 - acc: 0.956 - ETA: 0s - loss: 0.1495 - acc: 0.955 - ETA: 0s - loss: 0.1502 - acc: 0.955 - ETA: 0s - loss: 0.1508 - acc: 0.955 - ETA: 0s - loss: 0.1500 - acc: 0.956 - ETA: 0s - loss: 0.1497 - acc: 0.956 - ETA: 0s - loss: 0.1509 - acc: 0.956 - ETA: 0s - loss: 0.1508 - acc: 0.956 - ETA: 0s - loss: 0.1504 - acc: 0.956 - ETA: 0s - loss: 0.1501 - acc: 0.956 - ETA: 0s - loss: 0.1508 - acc: 0.956 - ETA: 0s - loss: 0.1499 - acc: 0.956 - ETA: 0s - loss: 0.1485 - acc: 0.956 - ETA: 0s - loss: 0.1477 - acc: 0.957 - ETA: 0s - loss: 0.1486 - acc: 0.956 - ETA: 0s - loss: 0.1483 - acc: 0.957 - ETA: 0s - loss: 0.1480 - acc: 0.9571Epoch 00009: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.1479 - acc: 0.9570 - val_loss: 0.5822 - val_acc: 0.8611 Epoch 11/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.1336 - acc: 0.950 - ETA: 4s - loss: 0.2053 - acc: 0.960 - ETA: 4s - loss: 0.1335 - acc: 0.972 - ETA: 4s - loss: 0.1566 - acc: 0.969 - ETA: 4s - loss: 0.1368 - acc: 0.967 - ETA: 4s - loss: 0.1264 - acc: 0.966 - ETA: 4s - loss: 0.1164 - acc: 0.970 - ETA: 4s - loss: 0.1157 - acc: 0.967 - ETA: 4s - loss: 0.1039 - acc: 0.971 - ETA: 3s - loss: 0.1015 - acc: 0.970 - ETA: 3s - loss: 0.1084 - acc: 0.968 - ETA: 3s - loss: 0.1121 - acc: 0.966 - ETA: 3s - loss: 0.1111 - acc: 0.967 - ETA: 3s - loss: 0.1183 - acc: 0.965 - ETA: 3s - loss: 0.1130 - acc: 0.965 - ETA: 3s - loss: 0.1087 - acc: 0.966 - ETA: 3s - loss: 0.1090 - acc: 0.966 - ETA: 3s - loss: 0.1088 - acc: 0.966 - ETA: 3s - loss: 0.1133 - acc: 0.965 - ETA: 3s - loss: 0.1157 - acc: 0.964 - ETA: 3s - loss: 0.1272 - acc: 0.962 - ETA: 3s - loss: 0.1257 - acc: 0.962 - ETA: 3s - loss: 0.1281 - acc: 0.961 - ETA: 3s - loss: 0.1290 - acc: 0.961 - ETA: 3s - loss: 0.1286 - acc: 0.961 - ETA: 3s - loss: 0.1279 - acc: 0.962 - ETA: 3s - loss: 0.1329 - acc: 0.962 - ETA: 3s - loss: 0.1311 - acc: 0.962 - ETA: 3s - loss: 0.1288 - acc: 0.963 - ETA: 2s - loss: 0.1290 - acc: 0.963 - ETA: 2s - loss: 0.1290 - acc: 0.963 - ETA: 2s - loss: 0.1266 - acc: 0.963 - ETA: 2s - loss: 0.1252 - acc: 0.964 - ETA: 2s - loss: 0.1261 - acc: 0.963 - ETA: 2s - loss: 0.1230 - acc: 0.965 - ETA: 2s - loss: 0.1229 - acc: 0.964 - ETA: 2s - loss: 0.1235 - acc: 0.964 - ETA: 2s - loss: 0.1265 - acc: 0.964 - ETA: 2s - loss: 0.1267 - acc: 0.963 - ETA: 2s - loss: 0.1288 - acc: 0.963 - ETA: 2s - loss: 0.1300 - acc: 0.962 - ETA: 2s - loss: 0.1285 - acc: 0.962 - ETA: 2s - loss: 0.1267 - acc: 0.962 - ETA: 2s - loss: 0.1265 - acc: 0.962 - ETA: 2s - loss: 0.1245 - acc: 0.963 - ETA: 2s - loss: 0.1229 - acc: 0.963 - ETA: 2s - loss: 0.1229 - acc: 0.963 - ETA: 1s - loss: 0.1261 - acc: 0.963 - ETA: 1s - loss: 0.1252 - acc: 0.963 - ETA: 1s - loss: 0.1260 - acc: 0.963 - ETA: 1s - loss: 0.1281 - acc: 0.962 - ETA: 1s - loss: 0.1283 - acc: 0.962 - ETA: 1s - loss: 0.1299 - acc: 0.962 - ETA: 1s - loss: 0.1289 - acc: 0.963 - ETA: 1s - loss: 0.1284 - acc: 0.963 - ETA: 1s - loss: 0.1288 - acc: 0.962 - ETA: 1s - loss: 0.1299 - acc: 0.962 - ETA: 1s - loss: 0.1328 - acc: 0.960 - ETA: 1s - loss: 0.1319 - acc: 0.960 - ETA: 1s - loss: 0.1315 - acc: 0.961 - ETA: 1s - loss: 0.1306 - acc: 0.961 - ETA: 1s - loss: 0.1366 - acc: 0.960 - ETA: 1s - loss: 0.1376 - acc: 0.960 - ETA: 1s - loss: 0.1377 - acc: 0.960 - ETA: 1s - loss: 0.1370 - acc: 0.960 - ETA: 1s - loss: 0.1386 - acc: 0.959 - ETA: 0s - loss: 0.1381 - acc: 0.959 - ETA: 0s - loss: 0.1386 - acc: 0.959 - ETA: 0s - loss: 0.1376 - acc: 0.959 - ETA: 0s - loss: 0.1412 - acc: 0.958 - ETA: 0s - loss: 0.1410 - acc: 0.958 - ETA: 0s - loss: 0.1404 - acc: 0.958 - ETA: 0s - loss: 0.1397 - acc: 0.958 - ETA: 0s - loss: 0.1392 - acc: 0.958 - ETA: 0s - loss: 0.1421 - acc: 0.957 - ETA: 0s - loss: 0.1424 - acc: 0.957 - ETA: 0s - loss: 0.1415 - acc: 0.958 - ETA: 0s - loss: 0.1406 - acc: 0.958 - ETA: 0s - loss: 0.1395 - acc: 0.958 - ETA: 0s - loss: 0.1392 - acc: 0.958 - ETA: 0s - loss: 0.1388 - acc: 0.958 - ETA: 0s - loss: 0.1381 - acc: 0.958 - ETA: 0s - loss: 0.1368 - acc: 0.959 - ETA: 0s - loss: 0.1369 - acc: 0.9593Epoch 00010: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.1374 - acc: 0.9591 - val_loss: 0.5953 - val_acc: 0.8527 Epoch 12/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0419 - acc: 1.000 - ETA: 4s - loss: 0.1314 - acc: 0.960 - ETA: 4s - loss: 0.1238 - acc: 0.961 - ETA: 4s - loss: 0.1012 - acc: 0.969 - ETA: 4s - loss: 0.0975 - acc: 0.964 - ETA: 4s - loss: 0.0998 - acc: 0.966 - ETA: 4s - loss: 0.0967 - acc: 0.968 - ETA: 4s - loss: 0.0861 - acc: 0.972 - ETA: 4s - loss: 0.1404 - acc: 0.966 - ETA: 4s - loss: 0.1394 - acc: 0.964 - ETA: 4s - loss: 0.1292 - acc: 0.967 - ETA: 3s - loss: 0.1203 - acc: 0.968 - ETA: 3s - loss: 0.1154 - acc: 0.969 - ETA: 3s - loss: 0.1130 - acc: 0.968 - ETA: 3s - loss: 0.1098 - acc: 0.969 - ETA: 3s - loss: 0.1083 - acc: 0.968 - ETA: 3s - loss: 0.1055 - acc: 0.969 - ETA: 3s - loss: 0.1003 - acc: 0.971 - ETA: 3s - loss: 0.0984 - acc: 0.971 - ETA: 3s - loss: 0.0944 - acc: 0.973 - ETA: 3s - loss: 0.0937 - acc: 0.973 - ETA: 3s - loss: 0.0972 - acc: 0.971 - ETA: 3s - loss: 0.0940 - acc: 0.972 - ETA: 3s - loss: 0.0968 - acc: 0.972 - ETA: 3s - loss: 0.0994 - acc: 0.971 - ETA: 3s - loss: 0.1078 - acc: 0.969 - ETA: 3s - loss: 0.1098 - acc: 0.969 - ETA: 3s - loss: 0.1087 - acc: 0.968 - ETA: 3s - loss: 0.1054 - acc: 0.969 - ETA: 2s - loss: 0.1038 - acc: 0.969 - ETA: 2s - loss: 0.1072 - acc: 0.968 - ETA: 2s - loss: 0.1080 - acc: 0.968 - ETA: 2s - loss: 0.1060 - acc: 0.969 - ETA: 2s - loss: 0.1040 - acc: 0.969 - ETA: 2s - loss: 0.1043 - acc: 0.970 - ETA: 2s - loss: 0.1058 - acc: 0.970 - ETA: 2s - loss: 0.1063 - acc: 0.970 - ETA: 2s - loss: 0.1077 - acc: 0.969 - ETA: 2s - loss: 0.1061 - acc: 0.969 - ETA: 2s - loss: 0.1038 - acc: 0.970 - ETA: 2s - loss: 0.1044 - acc: 0.970 - ETA: 2s - loss: 0.1063 - acc: 0.970 - ETA: 2s - loss: 0.1068 - acc: 0.969 - ETA: 2s - loss: 0.1054 - acc: 0.969 - ETA: 2s - loss: 0.1063 - acc: 0.969 - ETA: 2s - loss: 0.1101 - acc: 0.968 - ETA: 2s - loss: 0.1103 - acc: 0.968 - ETA: 1s - loss: 0.1095 - acc: 0.968 - ETA: 1s - loss: 0.1082 - acc: 0.968 - ETA: 1s - loss: 0.1077 - acc: 0.968 - ETA: 1s - loss: 0.1115 - acc: 0.967 - ETA: 1s - loss: 0.1147 - acc: 0.966 - ETA: 1s - loss: 0.1140 - acc: 0.966 - ETA: 1s - loss: 0.1146 - acc: 0.966 - ETA: 1s - loss: 0.1142 - acc: 0.966 - ETA: 1s - loss: 0.1136 - acc: 0.966 - ETA: 1s - loss: 0.1168 - acc: 0.965 - ETA: 1s - loss: 0.1191 - acc: 0.965 - ETA: 1s - loss: 0.1186 - acc: 0.965 - ETA: 1s - loss: 0.1170 - acc: 0.965 - ETA: 1s - loss: 0.1168 - acc: 0.965 - ETA: 1s - loss: 0.1175 - acc: 0.965 - ETA: 1s - loss: 0.1166 - acc: 0.965 - ETA: 1s - loss: 0.1169 - acc: 0.964 - ETA: 1s - loss: 0.1171 - acc: 0.964 - ETA: 1s - loss: 0.1182 - acc: 0.963 - ETA: 0s - loss: 0.1195 - acc: 0.963 - ETA: 0s - loss: 0.1189 - acc: 0.963 - ETA: 0s - loss: 0.1194 - acc: 0.963 - ETA: 0s - loss: 0.1184 - acc: 0.963 - ETA: 0s - loss: 0.1194 - acc: 0.962 - ETA: 0s - loss: 0.1190 - acc: 0.962 - ETA: 0s - loss: 0.1192 - acc: 0.962 - ETA: 0s - loss: 0.1182 - acc: 0.962 - ETA: 0s - loss: 0.1182 - acc: 0.962 - ETA: 0s - loss: 0.1176 - acc: 0.963 - ETA: 0s - loss: 0.1211 - acc: 0.962 - ETA: 0s - loss: 0.1209 - acc: 0.962 - ETA: 0s - loss: 0.1239 - acc: 0.961 - ETA: 0s - loss: 0.1250 - acc: 0.960 - ETA: 0s - loss: 0.1248 - acc: 0.960 - ETA: 0s - loss: 0.1258 - acc: 0.960 - ETA: 0s - loss: 0.1262 - acc: 0.960 - ETA: 0s - loss: 0.1266 - acc: 0.9608Epoch 00011: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.1262 - acc: 0.9609 - val_loss: 0.5953 - val_acc: 0.8515 Epoch 13/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.3300 - acc: 0.950 - ETA: 4s - loss: 0.1379 - acc: 0.950 - ETA: 4s - loss: 0.0954 - acc: 0.972 - ETA: 4s - loss: 0.0775 - acc: 0.980 - ETA: 4s - loss: 0.0794 - acc: 0.982 - ETA: 4s - loss: 0.0863 - acc: 0.978 - ETA: 4s - loss: 0.0771 - acc: 0.980 - ETA: 4s - loss: 0.0877 - acc: 0.975 - ETA: 4s - loss: 0.1142 - acc: 0.969 - ETA: 4s - loss: 0.1107 - acc: 0.971 - ETA: 4s - loss: 0.1069 - acc: 0.973 - ETA: 4s - loss: 0.1081 - acc: 0.972 - ETA: 3s - loss: 0.1082 - acc: 0.972 - ETA: 3s - loss: 0.1033 - acc: 0.973 - ETA: 3s - loss: 0.1011 - acc: 0.972 - ETA: 3s - loss: 0.1047 - acc: 0.973 - ETA: 3s - loss: 0.1046 - acc: 0.972 - ETA: 3s - loss: 0.1011 - acc: 0.973 - ETA: 3s - loss: 0.0994 - acc: 0.971 - ETA: 3s - loss: 0.0990 - acc: 0.971 - ETA: 3s - loss: 0.0996 - acc: 0.971 - ETA: 3s - loss: 0.0974 - acc: 0.972 - ETA: 3s - loss: 0.0950 - acc: 0.973 - ETA: 3s - loss: 0.0985 - acc: 0.971 - ETA: 3s - loss: 0.1049 - acc: 0.970 - ETA: 3s - loss: 0.1027 - acc: 0.971 - ETA: 3s - loss: 0.1114 - acc: 0.970 - ETA: 3s - loss: 0.1109 - acc: 0.970 - ETA: 3s - loss: 0.1090 - acc: 0.970 - ETA: 2s - loss: 0.1080 - acc: 0.970 - ETA: 2s - loss: 0.1065 - acc: 0.970 - ETA: 2s - loss: 0.1064 - acc: 0.970 - ETA: 2s - loss: 0.1073 - acc: 0.970 - ETA: 2s - loss: 0.1057 - acc: 0.971 - ETA: 2s - loss: 0.1032 - acc: 0.971 - ETA: 2s - loss: 0.1045 - acc: 0.971 - ETA: 2s - loss: 0.1054 - acc: 0.971 - ETA: 2s - loss: 0.1067 - acc: 0.970 - ETA: 2s - loss: 0.1042 - acc: 0.971 - ETA: 2s - loss: 0.1049 - acc: 0.971 - ETA: 2s - loss: 0.1040 - acc: 0.971 - ETA: 2s - loss: 0.1044 - acc: 0.971 - ETA: 2s - loss: 0.1058 - acc: 0.970 - ETA: 2s - loss: 0.1060 - acc: 0.970 - ETA: 2s - loss: 0.1043 - acc: 0.970 - ETA: 2s - loss: 0.1036 - acc: 0.970 - ETA: 2s - loss: 0.1031 - acc: 0.970 - ETA: 1s - loss: 0.1050 - acc: 0.970 - ETA: 1s - loss: 0.1053 - acc: 0.970 - ETA: 1s - loss: 0.1046 - acc: 0.970 - ETA: 1s - loss: 0.1042 - acc: 0.970 - ETA: 1s - loss: 0.1041 - acc: 0.970 - ETA: 1s - loss: 0.1042 - acc: 0.969 - ETA: 1s - loss: 0.1039 - acc: 0.970 - ETA: 1s - loss: 0.1031 - acc: 0.970 - ETA: 1s - loss: 0.1033 - acc: 0.969 - ETA: 1s - loss: 0.1041 - acc: 0.969 - ETA: 1s - loss: 0.1044 - acc: 0.969 - ETA: 1s - loss: 0.1086 - acc: 0.968 - ETA: 1s - loss: 0.1092 - acc: 0.968 - ETA: 1s - loss: 0.1086 - acc: 0.967 - ETA: 1s - loss: 0.1082 - acc: 0.968 - ETA: 1s - loss: 0.1094 - acc: 0.967 - ETA: 1s - loss: 0.1099 - acc: 0.967 - ETA: 1s - loss: 0.1108 - acc: 0.967 - ETA: 1s - loss: 0.1112 - acc: 0.967 - ETA: 0s - loss: 0.1139 - acc: 0.966 - ETA: 0s - loss: 0.1144 - acc: 0.966 - ETA: 0s - loss: 0.1159 - acc: 0.966 - ETA: 0s - loss: 0.1152 - acc: 0.966 - ETA: 0s - loss: 0.1150 - acc: 0.966 - ETA: 0s - loss: 0.1154 - acc: 0.966 - ETA: 0s - loss: 0.1145 - acc: 0.966 - ETA: 0s - loss: 0.1146 - acc: 0.966 - ETA: 0s - loss: 0.1138 - acc: 0.966 - ETA: 0s - loss: 0.1156 - acc: 0.966 - ETA: 0s - loss: 0.1156 - acc: 0.966 - ETA: 0s - loss: 0.1174 - acc: 0.965 - ETA: 0s - loss: 0.1179 - acc: 0.965 - ETA: 0s - loss: 0.1170 - acc: 0.965 - ETA: 0s - loss: 0.1167 - acc: 0.965 - ETA: 0s - loss: 0.1159 - acc: 0.965 - ETA: 0s - loss: 0.1166 - acc: 0.966 - ETA: 0s - loss: 0.1190 - acc: 0.9652Epoch 00012: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.1189 - acc: 0.9651 - val_loss: 0.6025 - val_acc: 0.8587 Epoch 14/2000 6640/6680 [============================>.] - ETA: 4s - loss: 0.1503 - acc: 0.950 - ETA: 4s - loss: 0.0679 - acc: 0.980 - ETA: 4s - loss: 0.0707 - acc: 0.972 - ETA: 4s - loss: 0.0631 - acc: 0.973 - ETA: 4s - loss: 0.0539 - acc: 0.976 - ETA: 4s - loss: 0.0452 - acc: 0.981 - ETA: 4s - loss: 0.0537 - acc: 0.976 - ETA: 4s - loss: 0.0505 - acc: 0.977 - ETA: 4s - loss: 0.0575 - acc: 0.974 - ETA: 3s - loss: 0.0565 - acc: 0.974 - ETA: 3s - loss: 0.0586 - acc: 0.974 - ETA: 3s - loss: 0.0730 - acc: 0.971 - ETA: 3s - loss: 0.0787 - acc: 0.971 - ETA: 3s - loss: 0.0754 - acc: 0.972 - ETA: 3s - loss: 0.0740 - acc: 0.972 - ETA: 3s - loss: 0.0848 - acc: 0.973 - ETA: 3s - loss: 0.0884 - acc: 0.973 - ETA: 3s - loss: 0.0874 - acc: 0.973 - ETA: 3s - loss: 0.0839 - acc: 0.974 - ETA: 3s - loss: 0.0824 - acc: 0.973 - ETA: 3s - loss: 0.0847 - acc: 0.972 - ETA: 3s - loss: 0.0821 - acc: 0.973 - ETA: 3s - loss: 0.0836 - acc: 0.971 - ETA: 3s - loss: 0.0846 - acc: 0.971 - ETA: 3s - loss: 0.0859 - acc: 0.971 - ETA: 3s - loss: 0.0861 - acc: 0.972 - ETA: 3s - loss: 0.0854 - acc: 0.972 - ETA: 3s - loss: 0.0902 - acc: 0.971 - ETA: 3s - loss: 0.0889 - acc: 0.971 - ETA: 3s - loss: 0.0886 - acc: 0.971 - ETA: 2s - loss: 0.0885 - acc: 0.970 - ETA: 2s - loss: 0.0899 - acc: 0.971 - ETA: 2s - loss: 0.0884 - acc: 0.971 - ETA: 2s - loss: 0.0882 - acc: 0.970 - ETA: 2s - loss: 0.0888 - acc: 0.970 - ETA: 2s - loss: 0.0873 - acc: 0.971 - ETA: 2s - loss: 0.0860 - acc: 0.971 - ETA: 2s - loss: 0.0863 - acc: 0.971 - ETA: 2s - loss: 0.0897 - acc: 0.971 - ETA: 2s - loss: 0.0884 - acc: 0.971 - ETA: 2s - loss: 0.0878 - acc: 0.971 - ETA: 2s - loss: 0.0866 - acc: 0.972 - ETA: 2s - loss: 0.0875 - acc: 0.971 - ETA: 2s - loss: 0.0877 - acc: 0.971 - ETA: 2s - loss: 0.0875 - acc: 0.971 - ETA: 2s - loss: 0.0880 - acc: 0.971 - ETA: 2s - loss: 0.0918 - acc: 0.971 - ETA: 2s - loss: 0.0934 - acc: 0.970 - ETA: 1s - loss: 0.0948 - acc: 0.970 - ETA: 1s - loss: 0.0938 - acc: 0.970 - ETA: 1s - loss: 0.0964 - acc: 0.969 - ETA: 1s - loss: 0.0983 - acc: 0.969 - ETA: 1s - loss: 0.1003 - acc: 0.969 - ETA: 1s - loss: 0.1003 - acc: 0.969 - ETA: 1s - loss: 0.1021 - acc: 0.969 - ETA: 1s - loss: 0.1022 - acc: 0.968 - ETA: 1s - loss: 0.1027 - acc: 0.968 - ETA: 1s - loss: 0.1043 - acc: 0.968 - ETA: 1s - loss: 0.1047 - acc: 0.968 - ETA: 1s - loss: 0.1034 - acc: 0.968 - ETA: 1s - loss: 0.1041 - acc: 0.968 - ETA: 1s - loss: 0.1044 - acc: 0.968 - ETA: 1s - loss: 0.1039 - acc: 0.968 - ETA: 1s - loss: 0.1046 - acc: 0.968 - ETA: 1s - loss: 0.1035 - acc: 0.968 - ETA: 1s - loss: 0.1025 - acc: 0.968 - ETA: 0s - loss: 0.1025 - acc: 0.968 - ETA: 0s - loss: 0.1023 - acc: 0.968 - ETA: 0s - loss: 0.1013 - acc: 0.968 - ETA: 0s - loss: 0.1050 - acc: 0.968 - ETA: 0s - loss: 0.1063 - acc: 0.967 - ETA: 0s - loss: 0.1058 - acc: 0.968 - ETA: 0s - loss: 0.1050 - acc: 0.968 - ETA: 0s - loss: 0.1069 - acc: 0.967 - ETA: 0s - loss: 0.1060 - acc: 0.968 - ETA: 0s - loss: 0.1070 - acc: 0.967 - ETA: 0s - loss: 0.1073 - acc: 0.967 - ETA: 0s - loss: 0.1089 - acc: 0.967 - ETA: 0s - loss: 0.1103 - acc: 0.966 - ETA: 0s - loss: 0.1109 - acc: 0.966 - ETA: 0s - loss: 0.1102 - acc: 0.966 - ETA: 0s - loss: 0.1103 - acc: 0.966 - ETA: 0s - loss: 0.1130 - acc: 0.966 - ETA: 0s - loss: 0.1124 - acc: 0.9663Epoch 00013: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.1124 - acc: 0.9662 - val_loss: 0.6274 - val_acc: 0.8503 Epoch 15/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0192 - acc: 1.000 - ETA: 4s - loss: 0.1064 - acc: 0.950 - ETA: 4s - loss: 0.1605 - acc: 0.950 - ETA: 4s - loss: 0.1580 - acc: 0.953 - ETA: 4s - loss: 0.1268 - acc: 0.964 - ETA: 4s - loss: 0.1189 - acc: 0.964 - ETA: 4s - loss: 0.1162 - acc: 0.966 - ETA: 4s - loss: 0.1112 - acc: 0.967 - ETA: 4s - loss: 0.1108 - acc: 0.968 - ETA: 4s - loss: 0.1258 - acc: 0.967 - ETA: 4s - loss: 0.1198 - acc: 0.968 - ETA: 4s - loss: 0.1178 - acc: 0.968 - ETA: 3s - loss: 0.1132 - acc: 0.969 - ETA: 3s - loss: 0.1091 - acc: 0.970 - ETA: 3s - loss: 0.1042 - acc: 0.971 - ETA: 3s - loss: 0.1067 - acc: 0.968 - ETA: 3s - loss: 0.1101 - acc: 0.967 - ETA: 3s - loss: 0.1057 - acc: 0.968 - ETA: 3s - loss: 0.1044 - acc: 0.968 - ETA: 3s - loss: 0.1010 - acc: 0.969 - ETA: 3s - loss: 0.1016 - acc: 0.969 - ETA: 3s - loss: 0.1036 - acc: 0.968 - ETA: 3s - loss: 0.0998 - acc: 0.970 - ETA: 3s - loss: 0.1010 - acc: 0.969 - ETA: 3s - loss: 0.1026 - acc: 0.968 - ETA: 3s - loss: 0.1020 - acc: 0.968 - ETA: 3s - loss: 0.1045 - acc: 0.968 - ETA: 3s - loss: 0.1014 - acc: 0.969 - ETA: 3s - loss: 0.1025 - acc: 0.968 - ETA: 3s - loss: 0.1024 - acc: 0.968 - ETA: 2s - loss: 0.1038 - acc: 0.969 - ETA: 2s - loss: 0.1028 - acc: 0.969 - ETA: 2s - loss: 0.1007 - acc: 0.969 - ETA: 2s - loss: 0.0980 - acc: 0.970 - ETA: 2s - loss: 0.0973 - acc: 0.970 - ETA: 2s - loss: 0.0984 - acc: 0.969 - ETA: 2s - loss: 0.0973 - acc: 0.970 - ETA: 2s - loss: 0.0975 - acc: 0.969 - ETA: 2s - loss: 0.0956 - acc: 0.970 - ETA: 2s - loss: 0.0940 - acc: 0.970 - ETA: 2s - loss: 0.0967 - acc: 0.970 - ETA: 2s - loss: 0.0965 - acc: 0.970 - ETA: 2s - loss: 0.0965 - acc: 0.969 - ETA: 2s - loss: 0.0978 - acc: 0.969 - ETA: 2s - loss: 0.0962 - acc: 0.969 - ETA: 2s - loss: 0.0985 - acc: 0.969 - ETA: 2s - loss: 0.0976 - acc: 0.969 - ETA: 2s - loss: 0.0987 - acc: 0.970 - ETA: 1s - loss: 0.0971 - acc: 0.970 - ETA: 1s - loss: 0.0954 - acc: 0.971 - ETA: 1s - loss: 0.0950 - acc: 0.970 - ETA: 1s - loss: 0.0943 - acc: 0.971 - ETA: 1s - loss: 0.0956 - acc: 0.970 - ETA: 1s - loss: 0.0972 - acc: 0.970 - ETA: 1s - loss: 0.0966 - acc: 0.970 - ETA: 1s - loss: 0.0981 - acc: 0.969 - ETA: 1s - loss: 0.0990 - acc: 0.969 - ETA: 1s - loss: 0.0977 - acc: 0.970 - ETA: 1s - loss: 0.0974 - acc: 0.969 - ETA: 1s - loss: 0.0980 - acc: 0.969 - ETA: 1s - loss: 0.0993 - acc: 0.968 - ETA: 1s - loss: 0.0987 - acc: 0.969 - ETA: 1s - loss: 0.0993 - acc: 0.968 - ETA: 1s - loss: 0.0989 - acc: 0.968 - ETA: 1s - loss: 0.0986 - acc: 0.968 - ETA: 1s - loss: 0.1001 - acc: 0.968 - ETA: 0s - loss: 0.0991 - acc: 0.968 - ETA: 0s - loss: 0.1008 - acc: 0.968 - ETA: 0s - loss: 0.1012 - acc: 0.968 - ETA: 0s - loss: 0.1001 - acc: 0.969 - ETA: 0s - loss: 0.0994 - acc: 0.969 - ETA: 0s - loss: 0.0987 - acc: 0.969 - ETA: 0s - loss: 0.0976 - acc: 0.969 - ETA: 0s - loss: 0.0984 - acc: 0.969 - ETA: 0s - loss: 0.0972 - acc: 0.970 - ETA: 0s - loss: 0.0975 - acc: 0.970 - ETA: 0s - loss: 0.0993 - acc: 0.970 - ETA: 0s - loss: 0.1003 - acc: 0.969 - ETA: 0s - loss: 0.1015 - acc: 0.969 - ETA: 0s - loss: 0.1011 - acc: 0.969 - ETA: 0s - loss: 0.1011 - acc: 0.969 - ETA: 0s - loss: 0.1003 - acc: 0.969 - ETA: 0s - loss: 0.1008 - acc: 0.969 - ETA: 0s - loss: 0.1026 - acc: 0.9680Epoch 00014: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.1024 - acc: 0.9681 - val_loss: 0.6362 - val_acc: 0.8599 Epoch 16/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0627 - acc: 0.950 - ETA: 4s - loss: 0.1088 - acc: 0.960 - ETA: 4s - loss: 0.0905 - acc: 0.972 - ETA: 4s - loss: 0.0644 - acc: 0.980 - ETA: 4s - loss: 0.0567 - acc: 0.982 - ETA: 4s - loss: 0.0907 - acc: 0.981 - ETA: 4s - loss: 0.1132 - acc: 0.978 - ETA: 4s - loss: 0.1108 - acc: 0.977 - ETA: 4s - loss: 0.1050 - acc: 0.977 - ETA: 4s - loss: 0.0958 - acc: 0.979 - ETA: 4s - loss: 0.0949 - acc: 0.980 - ETA: 3s - loss: 0.0889 - acc: 0.980 - ETA: 3s - loss: 0.1007 - acc: 0.977 - ETA: 3s - loss: 0.1005 - acc: 0.977 - ETA: 3s - loss: 0.0996 - acc: 0.977 - ETA: 3s - loss: 0.0958 - acc: 0.977 - ETA: 3s - loss: 0.1024 - acc: 0.974 - ETA: 3s - loss: 0.0974 - acc: 0.976 - ETA: 3s - loss: 0.0933 - acc: 0.976 - ETA: 3s - loss: 0.0930 - acc: 0.974 - ETA: 3s - loss: 0.0919 - acc: 0.974 - ETA: 3s - loss: 0.0955 - acc: 0.972 - ETA: 3s - loss: 0.0944 - acc: 0.972 - ETA: 3s - loss: 0.0914 - acc: 0.973 - ETA: 3s - loss: 0.0909 - acc: 0.973 - ETA: 3s - loss: 0.0901 - acc: 0.973 - ETA: 3s - loss: 0.0942 - acc: 0.971 - ETA: 3s - loss: 0.0935 - acc: 0.972 - ETA: 3s - loss: 0.0913 - acc: 0.973 - ETA: 3s - loss: 0.0892 - acc: 0.973 - ETA: 2s - loss: 0.0929 - acc: 0.973 - ETA: 2s - loss: 0.0924 - acc: 0.973 - ETA: 2s - loss: 0.0948 - acc: 0.972 - ETA: 2s - loss: 0.0927 - acc: 0.973 - ETA: 2s - loss: 0.0911 - acc: 0.974 - ETA: 2s - loss: 0.0895 - acc: 0.974 - ETA: 2s - loss: 0.0880 - acc: 0.975 - ETA: 2s - loss: 0.0879 - acc: 0.975 - ETA: 2s - loss: 0.0922 - acc: 0.974 - ETA: 2s - loss: 0.0925 - acc: 0.974 - ETA: 2s - loss: 0.0913 - acc: 0.974 - ETA: 2s - loss: 0.0906 - acc: 0.974 - ETA: 2s - loss: 0.0906 - acc: 0.974 - ETA: 2s - loss: 0.0890 - acc: 0.975 - ETA: 2s - loss: 0.0876 - acc: 0.975 - ETA: 2s - loss: 0.0861 - acc: 0.975 - ETA: 2s - loss: 0.0855 - acc: 0.975 - ETA: 2s - loss: 0.0861 - acc: 0.975 - ETA: 1s - loss: 0.0851 - acc: 0.975 - ETA: 1s - loss: 0.0850 - acc: 0.975 - ETA: 1s - loss: 0.0852 - acc: 0.975 - ETA: 1s - loss: 0.0853 - acc: 0.975 - ETA: 1s - loss: 0.0851 - acc: 0.975 - ETA: 1s - loss: 0.0848 - acc: 0.975 - ETA: 1s - loss: 0.0839 - acc: 0.975 - ETA: 1s - loss: 0.0828 - acc: 0.976 - ETA: 1s - loss: 0.0823 - acc: 0.976 - ETA: 1s - loss: 0.0827 - acc: 0.976 - ETA: 1s - loss: 0.0841 - acc: 0.975 - ETA: 1s - loss: 0.0829 - acc: 0.975 - ETA: 1s - loss: 0.0826 - acc: 0.975 - ETA: 1s - loss: 0.0820 - acc: 0.976 - ETA: 1s - loss: 0.0824 - acc: 0.975 - ETA: 1s - loss: 0.0819 - acc: 0.975 - ETA: 1s - loss: 0.0837 - acc: 0.975 - ETA: 1s - loss: 0.0843 - acc: 0.975 - ETA: 0s - loss: 0.0854 - acc: 0.974 - ETA: 0s - loss: 0.0866 - acc: 0.974 - ETA: 0s - loss: 0.0862 - acc: 0.974 - ETA: 0s - loss: 0.0857 - acc: 0.974 - ETA: 0s - loss: 0.0869 - acc: 0.974 - ETA: 0s - loss: 0.0879 - acc: 0.974 - ETA: 0s - loss: 0.0887 - acc: 0.973 - ETA: 0s - loss: 0.0880 - acc: 0.973 - ETA: 0s - loss: 0.0881 - acc: 0.973 - ETA: 0s - loss: 0.0889 - acc: 0.973 - ETA: 0s - loss: 0.0899 - acc: 0.973 - ETA: 0s - loss: 0.0895 - acc: 0.973 - ETA: 0s - loss: 0.0894 - acc: 0.973 - ETA: 0s - loss: 0.0897 - acc: 0.973 - ETA: 0s - loss: 0.0904 - acc: 0.973 - ETA: 0s - loss: 0.0913 - acc: 0.972 - ETA: 0s - loss: 0.0923 - acc: 0.972 - ETA: 0s - loss: 0.0926 - acc: 0.9724Epoch 00015: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0930 - acc: 0.9722 - val_loss: 0.6614 - val_acc: 0.8503 Epoch 17/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0184 - acc: 1.000 - ETA: 4s - loss: 0.2520 - acc: 0.970 - ETA: 4s - loss: 0.2016 - acc: 0.972 - ETA: 4s - loss: 0.1419 - acc: 0.980 - ETA: 4s - loss: 0.1122 - acc: 0.985 - ETA: 4s - loss: 0.0950 - acc: 0.985 - ETA: 4s - loss: 0.0820 - acc: 0.988 - ETA: 4s - loss: 0.0906 - acc: 0.981 - ETA: 4s - loss: 0.0835 - acc: 0.981 - ETA: 4s - loss: 0.0799 - acc: 0.978 - ETA: 4s - loss: 0.0756 - acc: 0.979 - ETA: 4s - loss: 0.0743 - acc: 0.977 - ETA: 4s - loss: 0.0713 - acc: 0.978 - ETA: 3s - loss: 0.0795 - acc: 0.978 - ETA: 3s - loss: 0.0776 - acc: 0.978 - ETA: 3s - loss: 0.0789 - acc: 0.977 - ETA: 3s - loss: 0.0834 - acc: 0.975 - ETA: 3s - loss: 0.0803 - acc: 0.976 - ETA: 3s - loss: 0.0875 - acc: 0.974 - ETA: 3s - loss: 0.0858 - acc: 0.974 - ETA: 3s - loss: 0.0846 - acc: 0.974 - ETA: 3s - loss: 0.0882 - acc: 0.974 - ETA: 3s - loss: 0.0908 - acc: 0.974 - ETA: 3s - loss: 0.0889 - acc: 0.974 - ETA: 3s - loss: 0.0874 - acc: 0.974 - ETA: 3s - loss: 0.0888 - acc: 0.974 - ETA: 3s - loss: 0.0931 - acc: 0.974 - ETA: 3s - loss: 0.0915 - acc: 0.975 - ETA: 3s - loss: 0.0911 - acc: 0.975 - ETA: 3s - loss: 0.0907 - acc: 0.975 - ETA: 3s - loss: 0.0894 - acc: 0.975 - ETA: 2s - loss: 0.0914 - acc: 0.974 - ETA: 2s - loss: 0.0939 - acc: 0.974 - ETA: 2s - loss: 0.0958 - acc: 0.973 - ETA: 2s - loss: 0.0939 - acc: 0.974 - ETA: 2s - loss: 0.0914 - acc: 0.974 - ETA: 2s - loss: 0.0916 - acc: 0.975 - ETA: 2s - loss: 0.0901 - acc: 0.975 - ETA: 2s - loss: 0.0894 - acc: 0.975 - ETA: 2s - loss: 0.0931 - acc: 0.974 - ETA: 2s - loss: 0.0931 - acc: 0.974 - ETA: 2s - loss: 0.0925 - acc: 0.974 - ETA: 2s - loss: 0.0911 - acc: 0.974 - ETA: 2s - loss: 0.0928 - acc: 0.974 - ETA: 2s - loss: 0.0936 - acc: 0.974 - ETA: 2s - loss: 0.0920 - acc: 0.974 - ETA: 2s - loss: 0.0916 - acc: 0.974 - ETA: 2s - loss: 0.0907 - acc: 0.974 - ETA: 2s - loss: 0.0907 - acc: 0.974 - ETA: 1s - loss: 0.0895 - acc: 0.974 - ETA: 1s - loss: 0.0882 - acc: 0.975 - ETA: 1s - loss: 0.0888 - acc: 0.975 - ETA: 1s - loss: 0.0887 - acc: 0.975 - ETA: 1s - loss: 0.0897 - acc: 0.974 - ETA: 1s - loss: 0.0884 - acc: 0.975 - ETA: 1s - loss: 0.0870 - acc: 0.975 - ETA: 1s - loss: 0.0866 - acc: 0.976 - ETA: 1s - loss: 0.0862 - acc: 0.976 - ETA: 1s - loss: 0.0866 - acc: 0.976 - ETA: 1s - loss: 0.0859 - acc: 0.976 - ETA: 1s - loss: 0.0849 - acc: 0.976 - ETA: 1s - loss: 0.0868 - acc: 0.976 - ETA: 1s - loss: 0.0868 - acc: 0.976 - ETA: 1s - loss: 0.0887 - acc: 0.975 - ETA: 1s - loss: 0.0875 - acc: 0.976 - ETA: 1s - loss: 0.0868 - acc: 0.976 - ETA: 0s - loss: 0.0860 - acc: 0.976 - ETA: 0s - loss: 0.0862 - acc: 0.976 - ETA: 0s - loss: 0.0870 - acc: 0.976 - ETA: 0s - loss: 0.0866 - acc: 0.976 - ETA: 0s - loss: 0.0862 - acc: 0.976 - ETA: 0s - loss: 0.0860 - acc: 0.976 - ETA: 0s - loss: 0.0850 - acc: 0.976 - ETA: 0s - loss: 0.0855 - acc: 0.976 - ETA: 0s - loss: 0.0852 - acc: 0.976 - ETA: 0s - loss: 0.0858 - acc: 0.975 - ETA: 0s - loss: 0.0870 - acc: 0.975 - ETA: 0s - loss: 0.0881 - acc: 0.975 - ETA: 0s - loss: 0.0888 - acc: 0.975 - ETA: 0s - loss: 0.0885 - acc: 0.975 - ETA: 0s - loss: 0.0897 - acc: 0.974 - ETA: 0s - loss: 0.0898 - acc: 0.974 - ETA: 0s - loss: 0.0892 - acc: 0.975 - ETA: 0s - loss: 0.0901 - acc: 0.9749Epoch 00016: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0904 - acc: 0.9749 - val_loss: 0.6587 - val_acc: 0.8575 Epoch 18/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0472 - acc: 1.000 - ETA: 4s - loss: 0.0451 - acc: 0.980 - ETA: 4s - loss: 0.0399 - acc: 0.983 - ETA: 4s - loss: 0.0302 - acc: 0.988 - ETA: 4s - loss: 0.0315 - acc: 0.988 - ETA: 4s - loss: 0.0341 - acc: 0.988 - ETA: 4s - loss: 0.0418 - acc: 0.984 - ETA: 4s - loss: 0.0404 - acc: 0.982 - ETA: 4s - loss: 0.0470 - acc: 0.978 - ETA: 4s - loss: 0.0444 - acc: 0.979 - ETA: 4s - loss: 0.0460 - acc: 0.979 - ETA: 4s - loss: 0.0433 - acc: 0.981 - ETA: 3s - loss: 0.0438 - acc: 0.980 - ETA: 3s - loss: 0.0422 - acc: 0.981 - ETA: 3s - loss: 0.0460 - acc: 0.980 - ETA: 3s - loss: 0.0458 - acc: 0.981 - ETA: 3s - loss: 0.0472 - acc: 0.980 - ETA: 3s - loss: 0.0470 - acc: 0.980 - ETA: 3s - loss: 0.0473 - acc: 0.980 - ETA: 3s - loss: 0.0478 - acc: 0.980 - ETA: 3s - loss: 0.0516 - acc: 0.980 - ETA: 3s - loss: 0.0538 - acc: 0.980 - ETA: 3s - loss: 0.0527 - acc: 0.980 - ETA: 3s - loss: 0.0521 - acc: 0.980 - ETA: 3s - loss: 0.0523 - acc: 0.980 - ETA: 3s - loss: 0.0533 - acc: 0.979 - ETA: 3s - loss: 0.0569 - acc: 0.979 - ETA: 3s - loss: 0.0607 - acc: 0.978 - ETA: 3s - loss: 0.0685 - acc: 0.977 - ETA: 3s - loss: 0.0757 - acc: 0.977 - ETA: 2s - loss: 0.0797 - acc: 0.977 - ETA: 2s - loss: 0.0801 - acc: 0.976 - ETA: 2s - loss: 0.0795 - acc: 0.977 - ETA: 2s - loss: 0.0784 - acc: 0.977 - ETA: 2s - loss: 0.0779 - acc: 0.977 - ETA: 2s - loss: 0.0803 - acc: 0.977 - ETA: 2s - loss: 0.0795 - acc: 0.977 - ETA: 2s - loss: 0.0784 - acc: 0.977 - ETA: 2s - loss: 0.0774 - acc: 0.977 - ETA: 2s - loss: 0.0770 - acc: 0.977 - ETA: 2s - loss: 0.0776 - acc: 0.977 - ETA: 2s - loss: 0.0767 - acc: 0.977 - ETA: 2s - loss: 0.0761 - acc: 0.977 - ETA: 2s - loss: 0.0790 - acc: 0.976 - ETA: 2s - loss: 0.0785 - acc: 0.976 - ETA: 2s - loss: 0.0769 - acc: 0.977 - ETA: 2s - loss: 0.0772 - acc: 0.976 - ETA: 2s - loss: 0.0760 - acc: 0.977 - ETA: 1s - loss: 0.0792 - acc: 0.976 - ETA: 1s - loss: 0.0797 - acc: 0.976 - ETA: 1s - loss: 0.0787 - acc: 0.976 - ETA: 1s - loss: 0.0801 - acc: 0.976 - ETA: 1s - loss: 0.0810 - acc: 0.976 - ETA: 1s - loss: 0.0817 - acc: 0.975 - ETA: 1s - loss: 0.0812 - acc: 0.976 - ETA: 1s - loss: 0.0813 - acc: 0.976 - ETA: 1s - loss: 0.0811 - acc: 0.975 - ETA: 1s - loss: 0.0838 - acc: 0.975 - ETA: 1s - loss: 0.0834 - acc: 0.975 - ETA: 1s - loss: 0.0823 - acc: 0.975 - ETA: 1s - loss: 0.0831 - acc: 0.975 - ETA: 1s - loss: 0.0843 - acc: 0.975 - ETA: 1s - loss: 0.0835 - acc: 0.975 - ETA: 1s - loss: 0.0847 - acc: 0.975 - ETA: 1s - loss: 0.0849 - acc: 0.974 - ETA: 1s - loss: 0.0837 - acc: 0.975 - ETA: 0s - loss: 0.0830 - acc: 0.975 - ETA: 0s - loss: 0.0828 - acc: 0.975 - ETA: 0s - loss: 0.0835 - acc: 0.975 - ETA: 0s - loss: 0.0844 - acc: 0.975 - ETA: 0s - loss: 0.0836 - acc: 0.975 - ETA: 0s - loss: 0.0841 - acc: 0.975 - ETA: 0s - loss: 0.0840 - acc: 0.975 - ETA: 0s - loss: 0.0832 - acc: 0.975 - ETA: 0s - loss: 0.0837 - acc: 0.975 - ETA: 0s - loss: 0.0836 - acc: 0.975 - ETA: 0s - loss: 0.0861 - acc: 0.975 - ETA: 0s - loss: 0.0865 - acc: 0.975 - ETA: 0s - loss: 0.0860 - acc: 0.975 - ETA: 0s - loss: 0.0859 - acc: 0.975 - ETA: 0s - loss: 0.0849 - acc: 0.975 - ETA: 0s - loss: 0.0841 - acc: 0.976 - ETA: 0s - loss: 0.0856 - acc: 0.976 - ETA: 0s - loss: 0.0850 - acc: 0.9763Epoch 00017: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0847 - acc: 0.9763 - val_loss: 0.6546 - val_acc: 0.8527 Epoch 19/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.8711 - acc: 0.900 - ETA: 4s - loss: 0.2214 - acc: 0.960 - ETA: 4s - loss: 0.1496 - acc: 0.972 - ETA: 4s - loss: 0.1270 - acc: 0.969 - ETA: 4s - loss: 0.1252 - acc: 0.964 - ETA: 4s - loss: 0.1161 - acc: 0.966 - ETA: 4s - loss: 0.1182 - acc: 0.966 - ETA: 4s - loss: 0.1032 - acc: 0.970 - ETA: 4s - loss: 0.0945 - acc: 0.972 - ETA: 4s - loss: 0.0856 - acc: 0.975 - ETA: 4s - loss: 0.0786 - acc: 0.978 - ETA: 4s - loss: 0.0750 - acc: 0.977 - ETA: 3s - loss: 0.0764 - acc: 0.977 - ETA: 3s - loss: 0.0846 - acc: 0.975 - ETA: 3s - loss: 0.0803 - acc: 0.977 - ETA: 3s - loss: 0.0757 - acc: 0.978 - ETA: 3s - loss: 0.0758 - acc: 0.977 - ETA: 3s - loss: 0.0754 - acc: 0.977 - ETA: 3s - loss: 0.0758 - acc: 0.978 - ETA: 3s - loss: 0.0737 - acc: 0.978 - ETA: 3s - loss: 0.0721 - acc: 0.978 - ETA: 3s - loss: 0.0701 - acc: 0.978 - ETA: 3s - loss: 0.0755 - acc: 0.978 - ETA: 3s - loss: 0.0745 - acc: 0.978 - ETA: 3s - loss: 0.0773 - acc: 0.977 - ETA: 3s - loss: 0.0766 - acc: 0.978 - ETA: 3s - loss: 0.0823 - acc: 0.977 - ETA: 3s - loss: 0.0805 - acc: 0.977 - ETA: 3s - loss: 0.0815 - acc: 0.977 - ETA: 3s - loss: 0.0835 - acc: 0.977 - ETA: 3s - loss: 0.0819 - acc: 0.978 - ETA: 2s - loss: 0.0821 - acc: 0.977 - ETA: 2s - loss: 0.0799 - acc: 0.977 - ETA: 2s - loss: 0.0780 - acc: 0.978 - ETA: 2s - loss: 0.0772 - acc: 0.978 - ETA: 2s - loss: 0.0756 - acc: 0.979 - ETA: 2s - loss: 0.0749 - acc: 0.979 - ETA: 2s - loss: 0.0734 - acc: 0.979 - ETA: 2s - loss: 0.0730 - acc: 0.979 - ETA: 2s - loss: 0.0730 - acc: 0.978 - ETA: 2s - loss: 0.0726 - acc: 0.978 - ETA: 2s - loss: 0.0722 - acc: 0.978 - ETA: 2s - loss: 0.0731 - acc: 0.978 - ETA: 2s - loss: 0.0720 - acc: 0.979 - ETA: 2s - loss: 0.0705 - acc: 0.979 - ETA: 2s - loss: 0.0713 - acc: 0.979 - ETA: 2s - loss: 0.0714 - acc: 0.979 - ETA: 2s - loss: 0.0703 - acc: 0.979 - ETA: 2s - loss: 0.0699 - acc: 0.979 - ETA: 1s - loss: 0.0691 - acc: 0.980 - ETA: 1s - loss: 0.0689 - acc: 0.980 - ETA: 1s - loss: 0.0687 - acc: 0.980 - ETA: 1s - loss: 0.0692 - acc: 0.979 - ETA: 1s - loss: 0.0695 - acc: 0.979 - ETA: 1s - loss: 0.0686 - acc: 0.980 - ETA: 1s - loss: 0.0689 - acc: 0.979 - ETA: 1s - loss: 0.0700 - acc: 0.979 - ETA: 1s - loss: 0.0691 - acc: 0.979 - ETA: 1s - loss: 0.0684 - acc: 0.980 - ETA: 1s - loss: 0.0682 - acc: 0.980 - ETA: 1s - loss: 0.0685 - acc: 0.979 - ETA: 1s - loss: 0.0691 - acc: 0.979 - ETA: 1s - loss: 0.0701 - acc: 0.978 - ETA: 1s - loss: 0.0709 - acc: 0.978 - ETA: 1s - loss: 0.0700 - acc: 0.978 - ETA: 1s - loss: 0.0702 - acc: 0.978 - ETA: 0s - loss: 0.0701 - acc: 0.978 - ETA: 0s - loss: 0.0694 - acc: 0.978 - ETA: 0s - loss: 0.0709 - acc: 0.978 - ETA: 0s - loss: 0.0703 - acc: 0.978 - ETA: 0s - loss: 0.0696 - acc: 0.979 - ETA: 0s - loss: 0.0698 - acc: 0.979 - ETA: 0s - loss: 0.0694 - acc: 0.979 - ETA: 0s - loss: 0.0718 - acc: 0.978 - ETA: 0s - loss: 0.0718 - acc: 0.978 - ETA: 0s - loss: 0.0724 - acc: 0.978 - ETA: 0s - loss: 0.0720 - acc: 0.978 - ETA: 0s - loss: 0.0714 - acc: 0.978 - ETA: 0s - loss: 0.0716 - acc: 0.978 - ETA: 0s - loss: 0.0720 - acc: 0.978 - ETA: 0s - loss: 0.0732 - acc: 0.978 - ETA: 0s - loss: 0.0745 - acc: 0.978 - ETA: 0s - loss: 0.0746 - acc: 0.978 - ETA: 0s - loss: 0.0779 - acc: 0.9775Epoch 00018: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0780 - acc: 0.9774 - val_loss: 0.6946 - val_acc: 0.8491 Epoch 20/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.1134 - acc: 0.980 - ETA: 4s - loss: 0.0720 - acc: 0.988 - ETA: 4s - loss: 0.0655 - acc: 0.980 - ETA: 4s - loss: 0.0555 - acc: 0.982 - ETA: 4s - loss: 0.0472 - acc: 0.985 - ETA: 4s - loss: 0.0464 - acc: 0.984 - ETA: 4s - loss: 0.0439 - acc: 0.984 - ETA: 4s - loss: 0.0494 - acc: 0.984 - ETA: 4s - loss: 0.0704 - acc: 0.981 - ETA: 4s - loss: 0.0684 - acc: 0.980 - ETA: 4s - loss: 0.0701 - acc: 0.977 - ETA: 4s - loss: 0.0675 - acc: 0.978 - ETA: 4s - loss: 0.0629 - acc: 0.980 - ETA: 3s - loss: 0.0636 - acc: 0.979 - ETA: 3s - loss: 0.0614 - acc: 0.980 - ETA: 3s - loss: 0.0598 - acc: 0.980 - ETA: 3s - loss: 0.0663 - acc: 0.978 - ETA: 3s - loss: 0.0662 - acc: 0.977 - ETA: 3s - loss: 0.0683 - acc: 0.976 - ETA: 3s - loss: 0.0667 - acc: 0.977 - ETA: 3s - loss: 0.0642 - acc: 0.978 - ETA: 3s - loss: 0.0673 - acc: 0.977 - ETA: 3s - loss: 0.0653 - acc: 0.978 - ETA: 3s - loss: 0.0683 - acc: 0.977 - ETA: 3s - loss: 0.0688 - acc: 0.977 - ETA: 3s - loss: 0.0719 - acc: 0.975 - ETA: 3s - loss: 0.0749 - acc: 0.975 - ETA: 3s - loss: 0.0734 - acc: 0.975 - ETA: 3s - loss: 0.0740 - acc: 0.974 - ETA: 3s - loss: 0.0746 - acc: 0.974 - ETA: 3s - loss: 0.0738 - acc: 0.975 - ETA: 2s - loss: 0.0721 - acc: 0.975 - ETA: 2s - loss: 0.0726 - acc: 0.975 - ETA: 2s - loss: 0.0755 - acc: 0.975 - ETA: 2s - loss: 0.0747 - acc: 0.975 - ETA: 2s - loss: 0.0745 - acc: 0.975 - ETA: 2s - loss: 0.0755 - acc: 0.974 - ETA: 2s - loss: 0.0761 - acc: 0.975 - ETA: 2s - loss: 0.0752 - acc: 0.975 - ETA: 2s - loss: 0.0746 - acc: 0.975 - ETA: 2s - loss: 0.0733 - acc: 0.975 - ETA: 2s - loss: 0.0739 - acc: 0.975 - ETA: 2s - loss: 0.0750 - acc: 0.975 - ETA: 2s - loss: 0.0738 - acc: 0.976 - ETA: 2s - loss: 0.0770 - acc: 0.976 - ETA: 2s - loss: 0.0766 - acc: 0.976 - ETA: 2s - loss: 0.0767 - acc: 0.976 - ETA: 2s - loss: 0.0756 - acc: 0.976 - ETA: 1s - loss: 0.0749 - acc: 0.976 - ETA: 1s - loss: 0.0750 - acc: 0.976 - ETA: 1s - loss: 0.0737 - acc: 0.977 - ETA: 1s - loss: 0.0725 - acc: 0.977 - ETA: 1s - loss: 0.0713 - acc: 0.977 - ETA: 1s - loss: 0.0737 - acc: 0.977 - ETA: 1s - loss: 0.0726 - acc: 0.978 - ETA: 1s - loss: 0.0718 - acc: 0.978 - ETA: 1s - loss: 0.0708 - acc: 0.978 - ETA: 1s - loss: 0.0724 - acc: 0.978 - ETA: 1s - loss: 0.0717 - acc: 0.978 - ETA: 1s - loss: 0.0714 - acc: 0.978 - ETA: 1s - loss: 0.0710 - acc: 0.978 - ETA: 1s - loss: 0.0703 - acc: 0.978 - ETA: 1s - loss: 0.0695 - acc: 0.979 - ETA: 1s - loss: 0.0688 - acc: 0.979 - ETA: 1s - loss: 0.0683 - acc: 0.979 - ETA: 0s - loss: 0.0678 - acc: 0.979 - ETA: 0s - loss: 0.0671 - acc: 0.979 - ETA: 0s - loss: 0.0676 - acc: 0.979 - ETA: 0s - loss: 0.0678 - acc: 0.979 - ETA: 0s - loss: 0.0681 - acc: 0.979 - ETA: 0s - loss: 0.0702 - acc: 0.978 - ETA: 0s - loss: 0.0695 - acc: 0.979 - ETA: 0s - loss: 0.0696 - acc: 0.979 - ETA: 0s - loss: 0.0715 - acc: 0.979 - ETA: 0s - loss: 0.0720 - acc: 0.978 - ETA: 0s - loss: 0.0746 - acc: 0.978 - ETA: 0s - loss: 0.0741 - acc: 0.978 - ETA: 0s - loss: 0.0742 - acc: 0.978 - ETA: 0s - loss: 0.0747 - acc: 0.978 - ETA: 0s - loss: 0.0747 - acc: 0.978 - ETA: 0s - loss: 0.0747 - acc: 0.978 - ETA: 0s - loss: 0.0742 - acc: 0.978 - ETA: 0s - loss: 0.0738 - acc: 0.9779Epoch 00019: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0737 - acc: 0.9780 - val_loss: 0.6782 - val_acc: 0.8599 Epoch 21/2000 6640/6680 [============================>.] - ETA: 4s - loss: 0.0133 - acc: 1.000 - ETA: 4s - loss: 0.0880 - acc: 0.970 - ETA: 4s - loss: 0.0809 - acc: 0.966 - ETA: 4s - loss: 0.0765 - acc: 0.973 - ETA: 4s - loss: 0.0793 - acc: 0.970 - ETA: 4s - loss: 0.1044 - acc: 0.973 - ETA: 4s - loss: 0.0948 - acc: 0.976 - ETA: 4s - loss: 0.0924 - acc: 0.975 - ETA: 4s - loss: 0.0878 - acc: 0.975 - ETA: 4s - loss: 0.0850 - acc: 0.974 - ETA: 4s - loss: 0.0774 - acc: 0.976 - ETA: 4s - loss: 0.0818 - acc: 0.976 - ETA: 4s - loss: 0.0790 - acc: 0.976 - ETA: 4s - loss: 0.0785 - acc: 0.975 - ETA: 3s - loss: 0.0737 - acc: 0.977 - ETA: 3s - loss: 0.0713 - acc: 0.977 - ETA: 3s - loss: 0.0676 - acc: 0.979 - ETA: 3s - loss: 0.0661 - acc: 0.979 - ETA: 3s - loss: 0.0628 - acc: 0.980 - ETA: 3s - loss: 0.0615 - acc: 0.981 - ETA: 3s - loss: 0.0651 - acc: 0.980 - ETA: 3s - loss: 0.0623 - acc: 0.981 - ETA: 3s - loss: 0.0628 - acc: 0.982 - ETA: 3s - loss: 0.0624 - acc: 0.981 - ETA: 3s - loss: 0.0619 - acc: 0.981 - ETA: 3s - loss: 0.0639 - acc: 0.981 - ETA: 3s - loss: 0.0636 - acc: 0.981 - ETA: 3s - loss: 0.0736 - acc: 0.979 - ETA: 3s - loss: 0.0727 - acc: 0.980 - ETA: 3s - loss: 0.0715 - acc: 0.980 - ETA: 3s - loss: 0.0700 - acc: 0.981 - ETA: 3s - loss: 0.0710 - acc: 0.981 - ETA: 2s - loss: 0.0712 - acc: 0.981 - ETA: 2s - loss: 0.0712 - acc: 0.980 - ETA: 2s - loss: 0.0728 - acc: 0.979 - ETA: 2s - loss: 0.0718 - acc: 0.980 - ETA: 2s - loss: 0.0704 - acc: 0.980 - ETA: 2s - loss: 0.0696 - acc: 0.980 - ETA: 2s - loss: 0.0689 - acc: 0.981 - ETA: 2s - loss: 0.0690 - acc: 0.980 - ETA: 2s - loss: 0.0690 - acc: 0.981 - ETA: 2s - loss: 0.0675 - acc: 0.981 - ETA: 2s - loss: 0.0691 - acc: 0.981 - ETA: 2s - loss: 0.0681 - acc: 0.981 - ETA: 2s - loss: 0.0681 - acc: 0.981 - ETA: 2s - loss: 0.0673 - acc: 0.981 - ETA: 2s - loss: 0.0670 - acc: 0.981 - ETA: 2s - loss: 0.0679 - acc: 0.981 - ETA: 2s - loss: 0.0665 - acc: 0.981 - ETA: 2s - loss: 0.0666 - acc: 0.981 - ETA: 1s - loss: 0.0668 - acc: 0.981 - ETA: 1s - loss: 0.0668 - acc: 0.981 - ETA: 1s - loss: 0.0700 - acc: 0.981 - ETA: 1s - loss: 0.0704 - acc: 0.981 - ETA: 1s - loss: 0.0692 - acc: 0.981 - ETA: 1s - loss: 0.0700 - acc: 0.980 - ETA: 1s - loss: 0.0715 - acc: 0.979 - ETA: 1s - loss: 0.0753 - acc: 0.979 - ETA: 1s - loss: 0.0742 - acc: 0.979 - ETA: 1s - loss: 0.0732 - acc: 0.979 - ETA: 1s - loss: 0.0722 - acc: 0.980 - ETA: 1s - loss: 0.0716 - acc: 0.980 - ETA: 1s - loss: 0.0715 - acc: 0.980 - ETA: 1s - loss: 0.0708 - acc: 0.980 - ETA: 1s - loss: 0.0705 - acc: 0.980 - ETA: 1s - loss: 0.0714 - acc: 0.980 - ETA: 1s - loss: 0.0711 - acc: 0.980 - ETA: 0s - loss: 0.0714 - acc: 0.980 - ETA: 0s - loss: 0.0715 - acc: 0.980 - ETA: 0s - loss: 0.0725 - acc: 0.980 - ETA: 0s - loss: 0.0716 - acc: 0.980 - ETA: 0s - loss: 0.0720 - acc: 0.980 - ETA: 0s - loss: 0.0714 - acc: 0.980 - ETA: 0s - loss: 0.0714 - acc: 0.980 - ETA: 0s - loss: 0.0709 - acc: 0.980 - ETA: 0s - loss: 0.0702 - acc: 0.980 - ETA: 0s - loss: 0.0699 - acc: 0.980 - ETA: 0s - loss: 0.0700 - acc: 0.980 - ETA: 0s - loss: 0.0692 - acc: 0.980 - ETA: 0s - loss: 0.0699 - acc: 0.981 - ETA: 0s - loss: 0.0694 - acc: 0.981 - ETA: 0s - loss: 0.0691 - acc: 0.981 - ETA: 0s - loss: 0.0688 - acc: 0.981 - ETA: 0s - loss: 0.0683 - acc: 0.9812Epoch 00020: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0681 - acc: 0.9813 - val_loss: 0.7048 - val_acc: 0.8503 Epoch 22/2000 6620/6680 [============================>.] - ETA: 4s - loss: 0.1423 - acc: 0.950 - ETA: 4s - loss: 0.0567 - acc: 0.980 - ETA: 4s - loss: 0.0319 - acc: 0.988 - ETA: 4s - loss: 0.0353 - acc: 0.984 - ETA: 4s - loss: 0.0365 - acc: 0.982 - ETA: 4s - loss: 0.0350 - acc: 0.983 - ETA: 4s - loss: 0.0382 - acc: 0.984 - ETA: 4s - loss: 0.0376 - acc: 0.984 - ETA: 4s - loss: 0.0425 - acc: 0.984 - ETA: 4s - loss: 0.0444 - acc: 0.983 - ETA: 4s - loss: 0.0492 - acc: 0.981 - ETA: 4s - loss: 0.0499 - acc: 0.981 - ETA: 4s - loss: 0.0586 - acc: 0.979 - ETA: 4s - loss: 0.0635 - acc: 0.977 - ETA: 3s - loss: 0.0740 - acc: 0.976 - ETA: 3s - loss: 0.0703 - acc: 0.977 - ETA: 3s - loss: 0.0681 - acc: 0.978 - ETA: 3s - loss: 0.0651 - acc: 0.979 - ETA: 3s - loss: 0.0664 - acc: 0.980 - ETA: 3s - loss: 0.0638 - acc: 0.981 - ETA: 3s - loss: 0.0611 - acc: 0.982 - ETA: 3s - loss: 0.0590 - acc: 0.982 - ETA: 3s - loss: 0.0570 - acc: 0.983 - ETA: 3s - loss: 0.0551 - acc: 0.983 - ETA: 3s - loss: 0.0538 - acc: 0.984 - ETA: 3s - loss: 0.0575 - acc: 0.983 - ETA: 3s - loss: 0.0565 - acc: 0.982 - ETA: 3s - loss: 0.0561 - acc: 0.983 - ETA: 3s - loss: 0.0571 - acc: 0.982 - ETA: 3s - loss: 0.0622 - acc: 0.982 - ETA: 3s - loss: 0.0633 - acc: 0.982 - ETA: 3s - loss: 0.0626 - acc: 0.982 - ETA: 2s - loss: 0.0617 - acc: 0.982 - ETA: 2s - loss: 0.0626 - acc: 0.982 - ETA: 2s - loss: 0.0613 - acc: 0.982 - ETA: 2s - loss: 0.0607 - acc: 0.981 - ETA: 2s - loss: 0.0621 - acc: 0.981 - ETA: 2s - loss: 0.0609 - acc: 0.981 - ETA: 2s - loss: 0.0609 - acc: 0.981 - ETA: 2s - loss: 0.0649 - acc: 0.980 - ETA: 2s - loss: 0.0659 - acc: 0.980 - ETA: 2s - loss: 0.0646 - acc: 0.980 - ETA: 2s - loss: 0.0635 - acc: 0.981 - ETA: 2s - loss: 0.0631 - acc: 0.981 - ETA: 2s - loss: 0.0650 - acc: 0.980 - ETA: 2s - loss: 0.0640 - acc: 0.980 - ETA: 2s - loss: 0.0654 - acc: 0.980 - ETA: 2s - loss: 0.0668 - acc: 0.979 - ETA: 2s - loss: 0.0660 - acc: 0.979 - ETA: 2s - loss: 0.0669 - acc: 0.979 - ETA: 1s - loss: 0.0660 - acc: 0.980 - ETA: 1s - loss: 0.0649 - acc: 0.980 - ETA: 1s - loss: 0.0640 - acc: 0.980 - ETA: 1s - loss: 0.0635 - acc: 0.981 - ETA: 1s - loss: 0.0631 - acc: 0.981 - ETA: 1s - loss: 0.0671 - acc: 0.980 - ETA: 1s - loss: 0.0666 - acc: 0.980 - ETA: 1s - loss: 0.0666 - acc: 0.980 - ETA: 1s - loss: 0.0660 - acc: 0.980 - ETA: 1s - loss: 0.0672 - acc: 0.980 - ETA: 1s - loss: 0.0671 - acc: 0.980 - ETA: 1s - loss: 0.0667 - acc: 0.980 - ETA: 1s - loss: 0.0663 - acc: 0.980 - ETA: 1s - loss: 0.0654 - acc: 0.980 - ETA: 1s - loss: 0.0648 - acc: 0.980 - ETA: 1s - loss: 0.0649 - acc: 0.981 - ETA: 1s - loss: 0.0649 - acc: 0.980 - ETA: 0s - loss: 0.0649 - acc: 0.980 - ETA: 0s - loss: 0.0644 - acc: 0.981 - ETA: 0s - loss: 0.0636 - acc: 0.981 - ETA: 0s - loss: 0.0647 - acc: 0.981 - ETA: 0s - loss: 0.0657 - acc: 0.980 - ETA: 0s - loss: 0.0652 - acc: 0.981 - ETA: 0s - loss: 0.0655 - acc: 0.980 - ETA: 0s - loss: 0.0676 - acc: 0.980 - ETA: 0s - loss: 0.0673 - acc: 0.980 - ETA: 0s - loss: 0.0675 - acc: 0.980 - ETA: 0s - loss: 0.0686 - acc: 0.980 - ETA: 0s - loss: 0.0689 - acc: 0.980 - ETA: 0s - loss: 0.0689 - acc: 0.980 - ETA: 0s - loss: 0.0683 - acc: 0.980 - ETA: 0s - loss: 0.0689 - acc: 0.980 - ETA: 0s - loss: 0.0681 - acc: 0.980 - ETA: 0s - loss: 0.0673 - acc: 0.9807Epoch 00021: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0675 - acc: 0.9805 - val_loss: 0.6999 - val_acc: 0.8599 Epoch 23/2000 6620/6680 [============================>.] - ETA: 5s - loss: 0.0042 - acc: 1.000 - ETA: 5s - loss: 0.0786 - acc: 0.970 - ETA: 5s - loss: 0.1414 - acc: 0.961 - ETA: 4s - loss: 0.1264 - acc: 0.965 - ETA: 4s - loss: 0.1110 - acc: 0.970 - ETA: 4s - loss: 0.0952 - acc: 0.973 - ETA: 4s - loss: 0.0810 - acc: 0.978 - ETA: 4s - loss: 0.0707 - acc: 0.981 - ETA: 4s - loss: 0.0889 - acc: 0.980 - ETA: 4s - loss: 0.0863 - acc: 0.979 - ETA: 4s - loss: 0.0846 - acc: 0.978 - ETA: 4s - loss: 0.0824 - acc: 0.978 - ETA: 4s - loss: 0.0842 - acc: 0.977 - ETA: 4s - loss: 0.0804 - acc: 0.978 - ETA: 4s - loss: 0.0762 - acc: 0.979 - ETA: 4s - loss: 0.0736 - acc: 0.980 - ETA: 3s - loss: 0.0729 - acc: 0.980 - ETA: 3s - loss: 0.0713 - acc: 0.980 - ETA: 3s - loss: 0.0699 - acc: 0.980 - ETA: 3s - loss: 0.0668 - acc: 0.981 - ETA: 3s - loss: 0.0642 - acc: 0.982 - ETA: 3s - loss: 0.0629 - acc: 0.982 - ETA: 3s - loss: 0.0608 - acc: 0.983 - ETA: 3s - loss: 0.0594 - acc: 0.983 - ETA: 3s - loss: 0.0577 - acc: 0.983 - ETA: 3s - loss: 0.0662 - acc: 0.982 - ETA: 3s - loss: 0.0644 - acc: 0.982 - ETA: 3s - loss: 0.0669 - acc: 0.981 - ETA: 3s - loss: 0.0652 - acc: 0.981 - ETA: 3s - loss: 0.0636 - acc: 0.982 - ETA: 3s - loss: 0.0617 - acc: 0.982 - ETA: 3s - loss: 0.0599 - acc: 0.983 - ETA: 3s - loss: 0.0585 - acc: 0.983 - ETA: 2s - loss: 0.0577 - acc: 0.984 - ETA: 2s - loss: 0.0568 - acc: 0.983 - ETA: 2s - loss: 0.0594 - acc: 0.983 - ETA: 2s - loss: 0.0629 - acc: 0.982 - ETA: 2s - loss: 0.0629 - acc: 0.982 - ETA: 2s - loss: 0.0617 - acc: 0.983 - ETA: 2s - loss: 0.0627 - acc: 0.982 - ETA: 2s - loss: 0.0622 - acc: 0.982 - ETA: 2s - loss: 0.0632 - acc: 0.982 - ETA: 2s - loss: 0.0625 - acc: 0.982 - ETA: 2s - loss: 0.0624 - acc: 0.982 - ETA: 2s - loss: 0.0628 - acc: 0.981 - ETA: 2s - loss: 0.0616 - acc: 0.982 - ETA: 2s - loss: 0.0603 - acc: 0.982 - ETA: 2s - loss: 0.0602 - acc: 0.982 - ETA: 2s - loss: 0.0592 - acc: 0.982 - ETA: 2s - loss: 0.0593 - acc: 0.983 - ETA: 1s - loss: 0.0585 - acc: 0.983 - ETA: 1s - loss: 0.0604 - acc: 0.982 - ETA: 1s - loss: 0.0594 - acc: 0.983 - ETA: 1s - loss: 0.0595 - acc: 0.983 - ETA: 1s - loss: 0.0598 - acc: 0.983 - ETA: 1s - loss: 0.0602 - acc: 0.983 - ETA: 1s - loss: 0.0598 - acc: 0.983 - ETA: 1s - loss: 0.0591 - acc: 0.983 - ETA: 1s - loss: 0.0590 - acc: 0.983 - ETA: 1s - loss: 0.0584 - acc: 0.983 - ETA: 1s - loss: 0.0579 - acc: 0.983 - ETA: 1s - loss: 0.0578 - acc: 0.983 - ETA: 1s - loss: 0.0605 - acc: 0.983 - ETA: 1s - loss: 0.0632 - acc: 0.982 - ETA: 1s - loss: 0.0632 - acc: 0.982 - ETA: 1s - loss: 0.0632 - acc: 0.982 - ETA: 1s - loss: 0.0623 - acc: 0.982 - ETA: 0s - loss: 0.0637 - acc: 0.982 - ETA: 0s - loss: 0.0629 - acc: 0.982 - ETA: 0s - loss: 0.0632 - acc: 0.982 - ETA: 0s - loss: 0.0630 - acc: 0.982 - ETA: 0s - loss: 0.0636 - acc: 0.982 - ETA: 0s - loss: 0.0647 - acc: 0.981 - ETA: 0s - loss: 0.0642 - acc: 0.982 - ETA: 0s - loss: 0.0637 - acc: 0.982 - ETA: 0s - loss: 0.0651 - acc: 0.981 - ETA: 0s - loss: 0.0650 - acc: 0.981 - ETA: 0s - loss: 0.0645 - acc: 0.981 - ETA: 0s - loss: 0.0650 - acc: 0.981 - ETA: 0s - loss: 0.0650 - acc: 0.981 - ETA: 0s - loss: 0.0647 - acc: 0.981 - ETA: 0s - loss: 0.0649 - acc: 0.981 - ETA: 0s - loss: 0.0642 - acc: 0.981 - ETA: 0s - loss: 0.0635 - acc: 0.9820Epoch 00022: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0630 - acc: 0.9822 - val_loss: 0.7227 - val_acc: 0.8527 Epoch 24/2000 6620/6680 [============================>.] - ETA: 4s - loss: 2.5314e-04 - acc: 1.000 - ETA: 4s - loss: 0.0123 - acc: 0.9900 - ETA: 4s - loss: 0.0286 - acc: 0.983 - ETA: 4s - loss: 0.0268 - acc: 0.984 - ETA: 4s - loss: 0.0433 - acc: 0.982 - ETA: 4s - loss: 0.0514 - acc: 0.978 - ETA: 4s - loss: 0.0507 - acc: 0.979 - ETA: 4s - loss: 0.0459 - acc: 0.981 - ETA: 4s - loss: 0.0447 - acc: 0.981 - ETA: 4s - loss: 0.0463 - acc: 0.980 - ETA: 4s - loss: 0.0461 - acc: 0.979 - ETA: 4s - loss: 0.0464 - acc: 0.980 - ETA: 4s - loss: 0.0427 - acc: 0.981 - ETA: 4s - loss: 0.0393 - acc: 0.983 - ETA: 4s - loss: 0.0414 - acc: 0.983 - ETA: 4s - loss: 0.0388 - acc: 0.984 - ETA: 4s - loss: 0.0405 - acc: 0.985 - ETA: 4s - loss: 0.0385 - acc: 0.985 - ETA: 4s - loss: 0.0367 - acc: 0.986 - ETA: 4s - loss: 0.0378 - acc: 0.986 - ETA: 4s - loss: 0.0415 - acc: 0.985 - ETA: 3s - loss: 0.0416 - acc: 0.985 - ETA: 3s - loss: 0.0400 - acc: 0.985 - ETA: 3s - loss: 0.0398 - acc: 0.985 - ETA: 3s - loss: 0.0412 - acc: 0.985 - ETA: 3s - loss: 0.0423 - acc: 0.985 - ETA: 3s - loss: 0.0413 - acc: 0.986 - ETA: 3s - loss: 0.0412 - acc: 0.986 - ETA: 3s - loss: 0.0435 - acc: 0.985 - ETA: 3s - loss: 0.0427 - acc: 0.985 - ETA: 3s - loss: 0.0415 - acc: 0.986 - ETA: 3s - loss: 0.0410 - acc: 0.986 - ETA: 3s - loss: 0.0403 - acc: 0.986 - ETA: 3s - loss: 0.0403 - acc: 0.986 - ETA: 3s - loss: 0.0399 - acc: 0.986 - ETA: 3s - loss: 0.0404 - acc: 0.986 - ETA: 2s - loss: 0.0401 - acc: 0.986 - ETA: 2s - loss: 0.0407 - acc: 0.985 - ETA: 2s - loss: 0.0406 - acc: 0.985 - ETA: 2s - loss: 0.0457 - acc: 0.985 - ETA: 2s - loss: 0.0499 - acc: 0.985 - ETA: 2s - loss: 0.0501 - acc: 0.985 - ETA: 2s - loss: 0.0507 - acc: 0.985 - ETA: 2s - loss: 0.0501 - acc: 0.985 - ETA: 2s - loss: 0.0504 - acc: 0.985 - ETA: 2s - loss: 0.0500 - acc: 0.985 - ETA: 2s - loss: 0.0492 - acc: 0.985 - ETA: 2s - loss: 0.0498 - acc: 0.985 - ETA: 2s - loss: 0.0504 - acc: 0.985 - ETA: 2s - loss: 0.0502 - acc: 0.985 - ETA: 2s - loss: 0.0494 - acc: 0.985 - ETA: 2s - loss: 0.0495 - acc: 0.985 - ETA: 1s - loss: 0.0504 - acc: 0.984 - ETA: 1s - loss: 0.0497 - acc: 0.984 - ETA: 1s - loss: 0.0500 - acc: 0.984 - ETA: 1s - loss: 0.0494 - acc: 0.985 - ETA: 1s - loss: 0.0509 - acc: 0.985 - ETA: 1s - loss: 0.0529 - acc: 0.984 - ETA: 1s - loss: 0.0524 - acc: 0.984 - ETA: 1s - loss: 0.0559 - acc: 0.984 - ETA: 1s - loss: 0.0554 - acc: 0.984 - ETA: 1s - loss: 0.0557 - acc: 0.984 - ETA: 1s - loss: 0.0564 - acc: 0.984 - ETA: 1s - loss: 0.0572 - acc: 0.984 - ETA: 1s - loss: 0.0583 - acc: 0.983 - ETA: 1s - loss: 0.0576 - acc: 0.984 - ETA: 1s - loss: 0.0572 - acc: 0.984 - ETA: 1s - loss: 0.0566 - acc: 0.984 - ETA: 0s - loss: 0.0562 - acc: 0.984 - ETA: 0s - loss: 0.0568 - acc: 0.984 - ETA: 0s - loss: 0.0570 - acc: 0.984 - ETA: 0s - loss: 0.0568 - acc: 0.984 - ETA: 0s - loss: 0.0568 - acc: 0.984 - ETA: 0s - loss: 0.0566 - acc: 0.984 - ETA: 0s - loss: 0.0575 - acc: 0.984 - ETA: 0s - loss: 0.0573 - acc: 0.984 - ETA: 0s - loss: 0.0571 - acc: 0.983 - ETA: 0s - loss: 0.0574 - acc: 0.983 - ETA: 0s - loss: 0.0573 - acc: 0.983 - ETA: 0s - loss: 0.0572 - acc: 0.983 - ETA: 0s - loss: 0.0574 - acc: 0.983 - ETA: 0s - loss: 0.0571 - acc: 0.983 - ETA: 0s - loss: 0.0567 - acc: 0.983 - ETA: 0s - loss: 0.0578 - acc: 0.983 - ETA: 0s - loss: 0.0589 - acc: 0.9832Epoch 00023: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0585 - acc: 0.9834 - val_loss: 0.7255 - val_acc: 0.8611 Epoch 25/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0042 - acc: 1.000 - ETA: 3s - loss: 0.0354 - acc: 0.983 - ETA: 3s - loss: 0.0409 - acc: 0.980 - ETA: 3s - loss: 0.0529 - acc: 0.982 - ETA: 4s - loss: 0.0455 - acc: 0.983 - ETA: 4s - loss: 0.0382 - acc: 0.986 - ETA: 4s - loss: 0.0366 - acc: 0.986 - ETA: 4s - loss: 0.0356 - acc: 0.986 - ETA: 4s - loss: 0.0318 - acc: 0.988 - ETA: 4s - loss: 0.0292 - acc: 0.989 - ETA: 4s - loss: 0.0320 - acc: 0.986 - ETA: 4s - loss: 0.0311 - acc: 0.987 - ETA: 4s - loss: 0.0321 - acc: 0.986 - ETA: 4s - loss: 0.0319 - acc: 0.985 - ETA: 3s - loss: 0.0317 - acc: 0.985 - ETA: 3s - loss: 0.0385 - acc: 0.984 - ETA: 3s - loss: 0.0382 - acc: 0.984 - ETA: 3s - loss: 0.0420 - acc: 0.984 - ETA: 3s - loss: 0.0409 - acc: 0.984 - ETA: 3s - loss: 0.0407 - acc: 0.984 - ETA: 3s - loss: 0.0453 - acc: 0.983 - ETA: 3s - loss: 0.0460 - acc: 0.983 - ETA: 3s - loss: 0.0477 - acc: 0.982 - ETA: 3s - loss: 0.0459 - acc: 0.983 - ETA: 3s - loss: 0.0493 - acc: 0.983 - ETA: 3s - loss: 0.0484 - acc: 0.983 - ETA: 3s - loss: 0.0487 - acc: 0.983 - ETA: 3s - loss: 0.0472 - acc: 0.983 - ETA: 3s - loss: 0.0459 - acc: 0.984 - ETA: 3s - loss: 0.0466 - acc: 0.983 - ETA: 3s - loss: 0.0455 - acc: 0.984 - ETA: 2s - loss: 0.0448 - acc: 0.984 - ETA: 2s - loss: 0.0446 - acc: 0.984 - ETA: 2s - loss: 0.0437 - acc: 0.984 - ETA: 2s - loss: 0.0436 - acc: 0.984 - ETA: 2s - loss: 0.0441 - acc: 0.984 - ETA: 2s - loss: 0.0448 - acc: 0.984 - ETA: 2s - loss: 0.0464 - acc: 0.983 - ETA: 2s - loss: 0.0501 - acc: 0.983 - ETA: 2s - loss: 0.0489 - acc: 0.984 - ETA: 2s - loss: 0.0483 - acc: 0.984 - ETA: 2s - loss: 0.0475 - acc: 0.984 - ETA: 2s - loss: 0.0466 - acc: 0.985 - ETA: 2s - loss: 0.0462 - acc: 0.985 - ETA: 2s - loss: 0.0482 - acc: 0.985 - ETA: 2s - loss: 0.0484 - acc: 0.985 - ETA: 2s - loss: 0.0487 - acc: 0.985 - ETA: 2s - loss: 0.0526 - acc: 0.985 - ETA: 2s - loss: 0.0517 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.985 - ETA: 1s - loss: 0.0511 - acc: 0.985 - ETA: 1s - loss: 0.0502 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.985 - ETA: 1s - loss: 0.0501 - acc: 0.986 - ETA: 1s - loss: 0.0515 - acc: 0.985 - ETA: 1s - loss: 0.0516 - acc: 0.985 - ETA: 1s - loss: 0.0509 - acc: 0.986 - ETA: 1s - loss: 0.0555 - acc: 0.985 - ETA: 1s - loss: 0.0569 - acc: 0.985 - ETA: 1s - loss: 0.0564 - acc: 0.985 - ETA: 1s - loss: 0.0563 - acc: 0.984 - ETA: 1s - loss: 0.0567 - acc: 0.984 - ETA: 1s - loss: 0.0575 - acc: 0.984 - ETA: 1s - loss: 0.0576 - acc: 0.984 - ETA: 1s - loss: 0.0576 - acc: 0.984 - ETA: 1s - loss: 0.0568 - acc: 0.984 - ETA: 0s - loss: 0.0567 - acc: 0.984 - ETA: 0s - loss: 0.0578 - acc: 0.984 - ETA: 0s - loss: 0.0574 - acc: 0.984 - ETA: 0s - loss: 0.0577 - acc: 0.984 - ETA: 0s - loss: 0.0575 - acc: 0.984 - ETA: 0s - loss: 0.0588 - acc: 0.984 - ETA: 0s - loss: 0.0582 - acc: 0.984 - ETA: 0s - loss: 0.0594 - acc: 0.984 - ETA: 0s - loss: 0.0593 - acc: 0.984 - ETA: 0s - loss: 0.0586 - acc: 0.984 - ETA: 0s - loss: 0.0585 - acc: 0.984 - ETA: 0s - loss: 0.0585 - acc: 0.984 - ETA: 0s - loss: 0.0586 - acc: 0.984 - ETA: 0s - loss: 0.0591 - acc: 0.984 - ETA: 0s - loss: 0.0584 - acc: 0.984 - ETA: 0s - loss: 0.0588 - acc: 0.984 - ETA: 0s - loss: 0.0582 - acc: 0.9844Epoch 00024: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0584 - acc: 0.9843 - val_loss: 0.7417 - val_acc: 0.8599 Epoch 26/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0418 - acc: 0.950 - ETA: 4s - loss: 0.1603 - acc: 0.950 - ETA: 4s - loss: 0.1219 - acc: 0.966 - ETA: 4s - loss: 0.0977 - acc: 0.969 - ETA: 4s - loss: 0.0754 - acc: 0.976 - ETA: 4s - loss: 0.0625 - acc: 0.981 - ETA: 4s - loss: 0.0546 - acc: 0.984 - ETA: 4s - loss: 0.0564 - acc: 0.984 - ETA: 4s - loss: 0.0541 - acc: 0.984 - ETA: 4s - loss: 0.0730 - acc: 0.983 - ETA: 4s - loss: 0.0673 - acc: 0.985 - ETA: 4s - loss: 0.0665 - acc: 0.984 - ETA: 3s - loss: 0.0614 - acc: 0.985 - ETA: 3s - loss: 0.0599 - acc: 0.985 - ETA: 3s - loss: 0.0563 - acc: 0.986 - ETA: 3s - loss: 0.0531 - acc: 0.987 - ETA: 3s - loss: 0.0525 - acc: 0.987 - ETA: 3s - loss: 0.0541 - acc: 0.986 - ETA: 3s - loss: 0.0525 - acc: 0.986 - ETA: 3s - loss: 0.0503 - acc: 0.987 - ETA: 3s - loss: 0.0487 - acc: 0.987 - ETA: 3s - loss: 0.0502 - acc: 0.987 - ETA: 3s - loss: 0.0492 - acc: 0.987 - ETA: 3s - loss: 0.0532 - acc: 0.987 - ETA: 3s - loss: 0.0511 - acc: 0.987 - ETA: 3s - loss: 0.0495 - acc: 0.988 - ETA: 3s - loss: 0.0555 - acc: 0.988 - ETA: 3s - loss: 0.0544 - acc: 0.988 - ETA: 3s - loss: 0.0551 - acc: 0.987 - ETA: 3s - loss: 0.0553 - acc: 0.987 - ETA: 2s - loss: 0.0559 - acc: 0.986 - ETA: 2s - loss: 0.0558 - acc: 0.986 - ETA: 2s - loss: 0.0565 - acc: 0.986 - ETA: 2s - loss: 0.0549 - acc: 0.986 - ETA: 2s - loss: 0.0536 - acc: 0.986 - ETA: 2s - loss: 0.0545 - acc: 0.986 - ETA: 2s - loss: 0.0534 - acc: 0.986 - ETA: 2s - loss: 0.0521 - acc: 0.987 - ETA: 2s - loss: 0.0524 - acc: 0.986 - ETA: 2s - loss: 0.0511 - acc: 0.987 - ETA: 2s - loss: 0.0502 - acc: 0.987 - ETA: 2s - loss: 0.0520 - acc: 0.987 - ETA: 2s - loss: 0.0530 - acc: 0.986 - ETA: 2s - loss: 0.0521 - acc: 0.986 - ETA: 2s - loss: 0.0531 - acc: 0.986 - ETA: 2s - loss: 0.0524 - acc: 0.986 - ETA: 2s - loss: 0.0524 - acc: 0.985 - ETA: 2s - loss: 0.0520 - acc: 0.985 - ETA: 1s - loss: 0.0522 - acc: 0.985 - ETA: 1s - loss: 0.0514 - acc: 0.986 - ETA: 1s - loss: 0.0519 - acc: 0.985 - ETA: 1s - loss: 0.0525 - acc: 0.985 - ETA: 1s - loss: 0.0524 - acc: 0.985 - ETA: 1s - loss: 0.0516 - acc: 0.985 - ETA: 1s - loss: 0.0519 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.985 - ETA: 1s - loss: 0.0564 - acc: 0.984 - ETA: 1s - loss: 0.0555 - acc: 0.984 - ETA: 1s - loss: 0.0566 - acc: 0.984 - ETA: 1s - loss: 0.0567 - acc: 0.984 - ETA: 1s - loss: 0.0568 - acc: 0.984 - ETA: 1s - loss: 0.0562 - acc: 0.984 - ETA: 1s - loss: 0.0560 - acc: 0.984 - ETA: 1s - loss: 0.0553 - acc: 0.984 - ETA: 1s - loss: 0.0550 - acc: 0.984 - ETA: 1s - loss: 0.0548 - acc: 0.984 - ETA: 0s - loss: 0.0541 - acc: 0.984 - ETA: 0s - loss: 0.0534 - acc: 0.984 - ETA: 0s - loss: 0.0530 - acc: 0.985 - ETA: 0s - loss: 0.0528 - acc: 0.985 - ETA: 0s - loss: 0.0523 - acc: 0.985 - ETA: 0s - loss: 0.0528 - acc: 0.985 - ETA: 0s - loss: 0.0530 - acc: 0.985 - ETA: 0s - loss: 0.0542 - acc: 0.985 - ETA: 0s - loss: 0.0536 - acc: 0.985 - ETA: 0s - loss: 0.0535 - acc: 0.985 - ETA: 0s - loss: 0.0531 - acc: 0.985 - ETA: 0s - loss: 0.0529 - acc: 0.985 - ETA: 0s - loss: 0.0530 - acc: 0.985 - ETA: 0s - loss: 0.0528 - acc: 0.985 - ETA: 0s - loss: 0.0523 - acc: 0.985 - ETA: 0s - loss: 0.0527 - acc: 0.985 - ETA: 0s - loss: 0.0527 - acc: 0.985 - ETA: 0s - loss: 0.0524 - acc: 0.9853Epoch 00025: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0522 - acc: 0.9853 - val_loss: 0.7618 - val_acc: 0.8563 Epoch 27/2000 6660/6680 [============================>.] - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0110 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 1.000 - ETA: 4s - loss: 0.0112 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.989 - ETA: 4s - loss: 0.0237 - acc: 0.989 - ETA: 4s - loss: 0.0215 - acc: 0.990 - ETA: 4s - loss: 0.0257 - acc: 0.990 - ETA: 4s - loss: 0.0240 - acc: 0.991 - ETA: 4s - loss: 0.0223 - acc: 0.991 - ETA: 4s - loss: 0.0234 - acc: 0.990 - ETA: 3s - loss: 0.0287 - acc: 0.990 - ETA: 3s - loss: 0.0282 - acc: 0.991 - ETA: 3s - loss: 0.0278 - acc: 0.990 - ETA: 3s - loss: 0.0269 - acc: 0.991 - ETA: 3s - loss: 0.0263 - acc: 0.991 - ETA: 3s - loss: 0.0251 - acc: 0.992 - ETA: 3s - loss: 0.0241 - acc: 0.992 - ETA: 3s - loss: 0.0233 - acc: 0.992 - ETA: 3s - loss: 0.0229 - acc: 0.993 - ETA: 3s - loss: 0.0243 - acc: 0.992 - ETA: 3s - loss: 0.0253 - acc: 0.992 - ETA: 3s - loss: 0.0256 - acc: 0.992 - ETA: 3s - loss: 0.0248 - acc: 0.992 - ETA: 3s - loss: 0.0259 - acc: 0.992 - ETA: 3s - loss: 0.0281 - acc: 0.992 - ETA: 3s - loss: 0.0277 - acc: 0.992 - ETA: 3s - loss: 0.0282 - acc: 0.992 - ETA: 3s - loss: 0.0274 - acc: 0.992 - ETA: 2s - loss: 0.0276 - acc: 0.991 - ETA: 2s - loss: 0.0337 - acc: 0.991 - ETA: 2s - loss: 0.0370 - acc: 0.990 - ETA: 2s - loss: 0.0434 - acc: 0.990 - ETA: 2s - loss: 0.0434 - acc: 0.990 - ETA: 2s - loss: 0.0431 - acc: 0.990 - ETA: 2s - loss: 0.0421 - acc: 0.990 - ETA: 2s - loss: 0.0434 - acc: 0.989 - ETA: 2s - loss: 0.0446 - acc: 0.989 - ETA: 2s - loss: 0.0439 - acc: 0.989 - ETA: 2s - loss: 0.0437 - acc: 0.989 - ETA: 2s - loss: 0.0436 - acc: 0.989 - ETA: 2s - loss: 0.0461 - acc: 0.988 - ETA: 2s - loss: 0.0467 - acc: 0.988 - ETA: 2s - loss: 0.0464 - acc: 0.988 - ETA: 2s - loss: 0.0472 - acc: 0.988 - ETA: 2s - loss: 0.0471 - acc: 0.987 - ETA: 2s - loss: 0.0468 - acc: 0.987 - ETA: 1s - loss: 0.0460 - acc: 0.987 - ETA: 1s - loss: 0.0458 - acc: 0.987 - ETA: 1s - loss: 0.0463 - acc: 0.987 - ETA: 1s - loss: 0.0459 - acc: 0.987 - ETA: 1s - loss: 0.0452 - acc: 0.987 - ETA: 1s - loss: 0.0451 - acc: 0.987 - ETA: 1s - loss: 0.0468 - acc: 0.987 - ETA: 1s - loss: 0.0462 - acc: 0.987 - ETA: 1s - loss: 0.0464 - acc: 0.987 - ETA: 1s - loss: 0.0458 - acc: 0.987 - ETA: 1s - loss: 0.0482 - acc: 0.987 - ETA: 1s - loss: 0.0480 - acc: 0.987 - ETA: 1s - loss: 0.0476 - acc: 0.987 - ETA: 1s - loss: 0.0475 - acc: 0.986 - ETA: 1s - loss: 0.0470 - acc: 0.987 - ETA: 1s - loss: 0.0483 - acc: 0.986 - ETA: 0s - loss: 0.0486 - acc: 0.986 - ETA: 0s - loss: 0.0484 - acc: 0.986 - ETA: 0s - loss: 0.0485 - acc: 0.986 - ETA: 0s - loss: 0.0494 - acc: 0.986 - ETA: 0s - loss: 0.0496 - acc: 0.986 - ETA: 0s - loss: 0.0499 - acc: 0.986 - ETA: 0s - loss: 0.0515 - acc: 0.986 - ETA: 0s - loss: 0.0511 - acc: 0.986 - ETA: 0s - loss: 0.0539 - acc: 0.985 - ETA: 0s - loss: 0.0534 - acc: 0.985 - ETA: 0s - loss: 0.0534 - acc: 0.985 - ETA: 0s - loss: 0.0528 - acc: 0.985 - ETA: 0s - loss: 0.0530 - acc: 0.985 - ETA: 0s - loss: 0.0527 - acc: 0.985 - ETA: 0s - loss: 0.0526 - acc: 0.985 - ETA: 0s - loss: 0.0526 - acc: 0.9856Epoch 00026: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0524 - acc: 0.9856 - val_loss: 0.7315 - val_acc: 0.8599 Epoch 28/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0044 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 1.000 - ETA: 3s - loss: 0.0220 - acc: 0.994 - ETA: 4s - loss: 0.0196 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.988 - ETA: 4s - loss: 0.0262 - acc: 0.987 - ETA: 4s - loss: 0.0260 - acc: 0.987 - ETA: 4s - loss: 0.0472 - acc: 0.982 - ETA: 4s - loss: 0.0564 - acc: 0.979 - ETA: 4s - loss: 0.0505 - acc: 0.981 - ETA: 4s - loss: 0.0474 - acc: 0.982 - ETA: 4s - loss: 0.0486 - acc: 0.983 - ETA: 4s - loss: 0.0650 - acc: 0.982 - ETA: 4s - loss: 0.0658 - acc: 0.981 - ETA: 3s - loss: 0.0625 - acc: 0.982 - ETA: 3s - loss: 0.0652 - acc: 0.981 - ETA: 3s - loss: 0.0644 - acc: 0.982 - ETA: 3s - loss: 0.0613 - acc: 0.983 - ETA: 3s - loss: 0.0595 - acc: 0.983 - ETA: 3s - loss: 0.0573 - acc: 0.984 - ETA: 3s - loss: 0.0555 - acc: 0.984 - ETA: 3s - loss: 0.0546 - acc: 0.984 - ETA: 3s - loss: 0.0531 - acc: 0.984 - ETA: 3s - loss: 0.0517 - acc: 0.984 - ETA: 3s - loss: 0.0503 - acc: 0.984 - ETA: 3s - loss: 0.0485 - acc: 0.985 - ETA: 3s - loss: 0.0492 - acc: 0.985 - ETA: 3s - loss: 0.0476 - acc: 0.985 - ETA: 3s - loss: 0.0462 - acc: 0.986 - ETA: 3s - loss: 0.0455 - acc: 0.986 - ETA: 3s - loss: 0.0449 - acc: 0.986 - ETA: 3s - loss: 0.0458 - acc: 0.986 - ETA: 2s - loss: 0.0499 - acc: 0.985 - ETA: 2s - loss: 0.0493 - acc: 0.985 - ETA: 2s - loss: 0.0495 - acc: 0.985 - ETA: 2s - loss: 0.0489 - acc: 0.985 - ETA: 2s - loss: 0.0483 - acc: 0.985 - ETA: 2s - loss: 0.0489 - acc: 0.984 - ETA: 2s - loss: 0.0483 - acc: 0.985 - ETA: 2s - loss: 0.0471 - acc: 0.985 - ETA: 2s - loss: 0.0461 - acc: 0.985 - ETA: 2s - loss: 0.0452 - acc: 0.986 - ETA: 2s - loss: 0.0448 - acc: 0.986 - ETA: 2s - loss: 0.0454 - acc: 0.985 - ETA: 2s - loss: 0.0450 - acc: 0.985 - ETA: 2s - loss: 0.0449 - acc: 0.986 - ETA: 2s - loss: 0.0442 - acc: 0.986 - ETA: 2s - loss: 0.0435 - acc: 0.986 - ETA: 2s - loss: 0.0438 - acc: 0.986 - ETA: 2s - loss: 0.0437 - acc: 0.986 - ETA: 1s - loss: 0.0430 - acc: 0.986 - ETA: 1s - loss: 0.0423 - acc: 0.986 - ETA: 1s - loss: 0.0417 - acc: 0.987 - ETA: 1s - loss: 0.0418 - acc: 0.986 - ETA: 1s - loss: 0.0412 - acc: 0.987 - ETA: 1s - loss: 0.0442 - acc: 0.987 - ETA: 1s - loss: 0.0441 - acc: 0.987 - ETA: 1s - loss: 0.0459 - acc: 0.986 - ETA: 1s - loss: 0.0453 - acc: 0.987 - ETA: 1s - loss: 0.0446 - acc: 0.987 - ETA: 1s - loss: 0.0453 - acc: 0.987 - ETA: 1s - loss: 0.0462 - acc: 0.987 - ETA: 1s - loss: 0.0455 - acc: 0.987 - ETA: 1s - loss: 0.0474 - acc: 0.986 - ETA: 1s - loss: 0.0475 - acc: 0.986 - ETA: 1s - loss: 0.0469 - acc: 0.986 - ETA: 1s - loss: 0.0475 - acc: 0.986 - ETA: 0s - loss: 0.0475 - acc: 0.985 - ETA: 0s - loss: 0.0469 - acc: 0.986 - ETA: 0s - loss: 0.0467 - acc: 0.986 - ETA: 0s - loss: 0.0470 - acc: 0.986 - ETA: 0s - loss: 0.0471 - acc: 0.986 - ETA: 0s - loss: 0.0466 - acc: 0.986 - ETA: 0s - loss: 0.0469 - acc: 0.986 - ETA: 0s - loss: 0.0469 - acc: 0.986 - ETA: 0s - loss: 0.0469 - acc: 0.986 - ETA: 0s - loss: 0.0480 - acc: 0.986 - ETA: 0s - loss: 0.0477 - acc: 0.986 - ETA: 0s - loss: 0.0475 - acc: 0.986 - ETA: 0s - loss: 0.0470 - acc: 0.986 - ETA: 0s - loss: 0.0467 - acc: 0.986 - ETA: 0s - loss: 0.0466 - acc: 0.986 - ETA: 0s - loss: 0.0468 - acc: 0.986 - ETA: 0s - loss: 0.0469 - acc: 0.986 - ETA: 0s - loss: 0.0464 - acc: 0.9862Epoch 00027: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0462 - acc: 0.9862 - val_loss: 0.7845 - val_acc: 0.8563 Epoch 29/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.5688e-04 - acc: 1.000 - ETA: 3s - loss: 0.0147 - acc: 0.9917 - ETA: 3s - loss: 0.0128 - acc: 0.995 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.994 - ETA: 3s - loss: 0.0203 - acc: 0.993 - ETA: 3s - loss: 0.0222 - acc: 0.990 - ETA: 3s - loss: 0.0202 - acc: 0.991 - ETA: 3s - loss: 0.0193 - acc: 0.992 - ETA: 3s - loss: 0.0201 - acc: 0.992 - ETA: 3s - loss: 0.0201 - acc: 0.991 - ETA: 3s - loss: 0.0200 - acc: 0.992 - ETA: 3s - loss: 0.0213 - acc: 0.992 - ETA: 3s - loss: 0.0210 - acc: 0.991 - ETA: 3s - loss: 0.0217 - acc: 0.991 - ETA: 3s - loss: 0.0216 - acc: 0.991 - ETA: 3s - loss: 0.0208 - acc: 0.991 - ETA: 3s - loss: 0.0215 - acc: 0.991 - ETA: 3s - loss: 0.0235 - acc: 0.991 - ETA: 3s - loss: 0.0253 - acc: 0.991 - ETA: 3s - loss: 0.0280 - acc: 0.989 - ETA: 3s - loss: 0.0296 - acc: 0.988 - ETA: 3s - loss: 0.0288 - acc: 0.988 - ETA: 3s - loss: 0.0294 - acc: 0.988 - ETA: 3s - loss: 0.0310 - acc: 0.987 - ETA: 3s - loss: 0.0299 - acc: 0.988 - ETA: 3s - loss: 0.0385 - acc: 0.987 - ETA: 2s - loss: 0.0372 - acc: 0.988 - ETA: 2s - loss: 0.0382 - acc: 0.987 - ETA: 2s - loss: 0.0467 - acc: 0.986 - ETA: 2s - loss: 0.0476 - acc: 0.986 - ETA: 2s - loss: 0.0463 - acc: 0.986 - ETA: 2s - loss: 0.0460 - acc: 0.986 - ETA: 2s - loss: 0.0464 - acc: 0.986 - ETA: 2s - loss: 0.0456 - acc: 0.986 - ETA: 2s - loss: 0.0443 - acc: 0.987 - ETA: 2s - loss: 0.0433 - acc: 0.987 - ETA: 2s - loss: 0.0433 - acc: 0.987 - ETA: 2s - loss: 0.0424 - acc: 0.987 - ETA: 2s - loss: 0.0416 - acc: 0.988 - ETA: 2s - loss: 0.0417 - acc: 0.987 - ETA: 2s - loss: 0.0410 - acc: 0.988 - ETA: 2s - loss: 0.0404 - acc: 0.988 - ETA: 2s - loss: 0.0404 - acc: 0.987 - ETA: 2s - loss: 0.0395 - acc: 0.988 - ETA: 2s - loss: 0.0389 - acc: 0.988 - ETA: 1s - loss: 0.0386 - acc: 0.988 - ETA: 1s - loss: 0.0392 - acc: 0.988 - ETA: 1s - loss: 0.0393 - acc: 0.988 - ETA: 1s - loss: 0.0400 - acc: 0.988 - ETA: 1s - loss: 0.0393 - acc: 0.988 - ETA: 1s - loss: 0.0420 - acc: 0.988 - ETA: 1s - loss: 0.0415 - acc: 0.988 - ETA: 1s - loss: 0.0408 - acc: 0.988 - ETA: 1s - loss: 0.0425 - acc: 0.988 - ETA: 1s - loss: 0.0423 - acc: 0.987 - ETA: 1s - loss: 0.0420 - acc: 0.987 - ETA: 1s - loss: 0.0422 - acc: 0.987 - ETA: 1s - loss: 0.0416 - acc: 0.987 - ETA: 1s - loss: 0.0411 - acc: 0.988 - ETA: 1s - loss: 0.0408 - acc: 0.988 - ETA: 1s - loss: 0.0412 - acc: 0.987 - ETA: 1s - loss: 0.0426 - acc: 0.987 - ETA: 1s - loss: 0.0439 - acc: 0.987 - ETA: 1s - loss: 0.0433 - acc: 0.987 - ETA: 0s - loss: 0.0430 - acc: 0.987 - ETA: 0s - loss: 0.0425 - acc: 0.987 - ETA: 0s - loss: 0.0427 - acc: 0.987 - ETA: 0s - loss: 0.0422 - acc: 0.987 - ETA: 0s - loss: 0.0423 - acc: 0.987 - ETA: 0s - loss: 0.0428 - acc: 0.987 - ETA: 0s - loss: 0.0451 - acc: 0.987 - ETA: 0s - loss: 0.0454 - acc: 0.987 - ETA: 0s - loss: 0.0471 - acc: 0.987 - ETA: 0s - loss: 0.0467 - acc: 0.987 - ETA: 0s - loss: 0.0465 - acc: 0.987 - ETA: 0s - loss: 0.0462 - acc: 0.987 - ETA: 0s - loss: 0.0456 - acc: 0.987 - ETA: 0s - loss: 0.0451 - acc: 0.987 - ETA: 0s - loss: 0.0450 - acc: 0.987 - ETA: 0s - loss: 0.0445 - acc: 0.987 - ETA: 0s - loss: 0.0448 - acc: 0.987 - ETA: 0s - loss: 0.0450 - acc: 0.9874Epoch 00028: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0446 - acc: 0.9876 - val_loss: 0.7878 - val_acc: 0.8551 Epoch 30/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 1.000 - ETA: 3s - loss: 0.0120 - acc: 0.995 - ETA: 3s - loss: 0.0207 - acc: 0.992 - ETA: 3s - loss: 0.0167 - acc: 0.994 - ETA: 3s - loss: 0.0139 - acc: 0.995 - ETA: 3s - loss: 0.0175 - acc: 0.994 - ETA: 3s - loss: 0.0182 - acc: 0.993 - ETA: 3s - loss: 0.0185 - acc: 0.992 - ETA: 3s - loss: 0.0199 - acc: 0.992 - ETA: 3s - loss: 0.0270 - acc: 0.990 - ETA: 3s - loss: 0.0280 - acc: 0.989 - ETA: 3s - loss: 0.0263 - acc: 0.990 - ETA: 3s - loss: 0.0362 - acc: 0.988 - ETA: 3s - loss: 0.0366 - acc: 0.987 - ETA: 3s - loss: 0.0386 - acc: 0.987 - ETA: 3s - loss: 0.0374 - acc: 0.987 - ETA: 3s - loss: 0.0358 - acc: 0.987 - ETA: 3s - loss: 0.0378 - acc: 0.987 - ETA: 3s - loss: 0.0363 - acc: 0.987 - ETA: 3s - loss: 0.0354 - acc: 0.988 - ETA: 3s - loss: 0.0350 - acc: 0.988 - ETA: 3s - loss: 0.0339 - acc: 0.988 - ETA: 3s - loss: 0.0328 - acc: 0.989 - ETA: 3s - loss: 0.0316 - acc: 0.989 - ETA: 3s - loss: 0.0334 - acc: 0.989 - ETA: 3s - loss: 0.0366 - acc: 0.988 - ETA: 2s - loss: 0.0354 - acc: 0.989 - ETA: 2s - loss: 0.0371 - acc: 0.988 - ETA: 2s - loss: 0.0436 - acc: 0.988 - ETA: 2s - loss: 0.0425 - acc: 0.988 - ETA: 2s - loss: 0.0422 - acc: 0.988 - ETA: 2s - loss: 0.0413 - acc: 0.988 - ETA: 2s - loss: 0.0413 - acc: 0.988 - ETA: 2s - loss: 0.0407 - acc: 0.988 - ETA: 2s - loss: 0.0441 - acc: 0.987 - ETA: 2s - loss: 0.0435 - acc: 0.987 - ETA: 2s - loss: 0.0438 - acc: 0.986 - ETA: 2s - loss: 0.0487 - acc: 0.985 - ETA: 2s - loss: 0.0479 - acc: 0.985 - ETA: 2s - loss: 0.0470 - acc: 0.985 - ETA: 2s - loss: 0.0476 - acc: 0.985 - ETA: 2s - loss: 0.0467 - acc: 0.985 - ETA: 2s - loss: 0.0458 - acc: 0.985 - ETA: 2s - loss: 0.0451 - acc: 0.986 - ETA: 2s - loss: 0.0442 - acc: 0.986 - ETA: 1s - loss: 0.0440 - acc: 0.986 - ETA: 1s - loss: 0.0442 - acc: 0.986 - ETA: 1s - loss: 0.0438 - acc: 0.986 - ETA: 1s - loss: 0.0430 - acc: 0.986 - ETA: 1s - loss: 0.0428 - acc: 0.986 - ETA: 1s - loss: 0.0426 - acc: 0.986 - ETA: 1s - loss: 0.0430 - acc: 0.986 - ETA: 1s - loss: 0.0433 - acc: 0.986 - ETA: 1s - loss: 0.0426 - acc: 0.986 - ETA: 1s - loss: 0.0420 - acc: 0.986 - ETA: 1s - loss: 0.0420 - acc: 0.986 - ETA: 1s - loss: 0.0444 - acc: 0.986 - ETA: 1s - loss: 0.0437 - acc: 0.987 - ETA: 1s - loss: 0.0431 - acc: 0.987 - ETA: 1s - loss: 0.0429 - acc: 0.987 - ETA: 1s - loss: 0.0434 - acc: 0.987 - ETA: 1s - loss: 0.0427 - acc: 0.987 - ETA: 1s - loss: 0.0422 - acc: 0.987 - ETA: 1s - loss: 0.0421 - acc: 0.987 - ETA: 0s - loss: 0.0459 - acc: 0.987 - ETA: 0s - loss: 0.0458 - acc: 0.987 - ETA: 0s - loss: 0.0464 - acc: 0.986 - ETA: 0s - loss: 0.0458 - acc: 0.986 - ETA: 0s - loss: 0.0456 - acc: 0.986 - ETA: 0s - loss: 0.0461 - acc: 0.986 - ETA: 0s - loss: 0.0458 - acc: 0.986 - ETA: 0s - loss: 0.0453 - acc: 0.986 - ETA: 0s - loss: 0.0450 - acc: 0.986 - ETA: 0s - loss: 0.0450 - acc: 0.986 - ETA: 0s - loss: 0.0445 - acc: 0.986 - ETA: 0s - loss: 0.0443 - acc: 0.986 - ETA: 0s - loss: 0.0445 - acc: 0.986 - ETA: 0s - loss: 0.0440 - acc: 0.986 - ETA: 0s - loss: 0.0440 - acc: 0.986 - ETA: 0s - loss: 0.0442 - acc: 0.986 - ETA: 0s - loss: 0.0448 - acc: 0.986 - ETA: 0s - loss: 0.0443 - acc: 0.9865Epoch 00029: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0439 - acc: 0.9867 - val_loss: 0.8172 - val_acc: 0.8515 Epoch 31/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0219 - acc: 1.000 - ETA: 4s - loss: 0.0210 - acc: 0.990 - ETA: 4s - loss: 0.0166 - acc: 0.994 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 4s - loss: 0.0146 - acc: 0.994 - ETA: 4s - loss: 0.0257 - acc: 0.990 - ETA: 4s - loss: 0.0265 - acc: 0.990 - ETA: 4s - loss: 0.0264 - acc: 0.989 - ETA: 4s - loss: 0.0251 - acc: 0.990 - ETA: 4s - loss: 0.0272 - acc: 0.990 - ETA: 4s - loss: 0.0247 - acc: 0.991 - ETA: 4s - loss: 0.0271 - acc: 0.991 - ETA: 4s - loss: 0.0251 - acc: 0.991 - ETA: 4s - loss: 0.0240 - acc: 0.992 - ETA: 3s - loss: 0.0229 - acc: 0.993 - ETA: 3s - loss: 0.0248 - acc: 0.992 - ETA: 3s - loss: 0.0250 - acc: 0.992 - ETA: 3s - loss: 0.0267 - acc: 0.991 - ETA: 3s - loss: 0.0275 - acc: 0.991 - ETA: 3s - loss: 0.0262 - acc: 0.991 - ETA: 3s - loss: 0.0273 - acc: 0.991 - ETA: 3s - loss: 0.0293 - acc: 0.991 - ETA: 3s - loss: 0.0285 - acc: 0.991 - ETA: 3s - loss: 0.0318 - acc: 0.990 - ETA: 3s - loss: 0.0320 - acc: 0.990 - ETA: 3s - loss: 0.0329 - acc: 0.990 - ETA: 3s - loss: 0.0335 - acc: 0.989 - ETA: 3s - loss: 0.0330 - acc: 0.989 - ETA: 3s - loss: 0.0319 - acc: 0.990 - ETA: 3s - loss: 0.0379 - acc: 0.990 - ETA: 3s - loss: 0.0382 - acc: 0.990 - ETA: 2s - loss: 0.0371 - acc: 0.990 - ETA: 2s - loss: 0.0361 - acc: 0.990 - ETA: 2s - loss: 0.0360 - acc: 0.990 - ETA: 2s - loss: 0.0355 - acc: 0.990 - ETA: 2s - loss: 0.0347 - acc: 0.990 - ETA: 2s - loss: 0.0341 - acc: 0.991 - ETA: 2s - loss: 0.0348 - acc: 0.990 - ETA: 2s - loss: 0.0362 - acc: 0.989 - ETA: 2s - loss: 0.0357 - acc: 0.989 - ETA: 2s - loss: 0.0350 - acc: 0.990 - ETA: 2s - loss: 0.0345 - acc: 0.990 - ETA: 2s - loss: 0.0356 - acc: 0.989 - ETA: 2s - loss: 0.0364 - acc: 0.989 - ETA: 2s - loss: 0.0367 - acc: 0.989 - ETA: 2s - loss: 0.0362 - acc: 0.989 - ETA: 2s - loss: 0.0365 - acc: 0.989 - ETA: 2s - loss: 0.0358 - acc: 0.989 - ETA: 2s - loss: 0.0413 - acc: 0.989 - ETA: 1s - loss: 0.0420 - acc: 0.989 - ETA: 1s - loss: 0.0413 - acc: 0.989 - ETA: 1s - loss: 0.0441 - acc: 0.989 - ETA: 1s - loss: 0.0438 - acc: 0.989 - ETA: 1s - loss: 0.0434 - acc: 0.989 - ETA: 1s - loss: 0.0435 - acc: 0.988 - ETA: 1s - loss: 0.0434 - acc: 0.988 - ETA: 1s - loss: 0.0430 - acc: 0.988 - ETA: 1s - loss: 0.0430 - acc: 0.988 - ETA: 1s - loss: 0.0426 - acc: 0.988 - ETA: 1s - loss: 0.0437 - acc: 0.988 - ETA: 1s - loss: 0.0433 - acc: 0.988 - ETA: 1s - loss: 0.0432 - acc: 0.987 - ETA: 1s - loss: 0.0452 - acc: 0.987 - ETA: 1s - loss: 0.0450 - acc: 0.987 - ETA: 1s - loss: 0.0446 - acc: 0.987 - ETA: 1s - loss: 0.0440 - acc: 0.988 - ETA: 0s - loss: 0.0442 - acc: 0.987 - ETA: 0s - loss: 0.0442 - acc: 0.987 - ETA: 0s - loss: 0.0442 - acc: 0.987 - ETA: 0s - loss: 0.0436 - acc: 0.987 - ETA: 0s - loss: 0.0439 - acc: 0.987 - ETA: 0s - loss: 0.0434 - acc: 0.987 - ETA: 0s - loss: 0.0430 - acc: 0.988 - ETA: 0s - loss: 0.0425 - acc: 0.988 - ETA: 0s - loss: 0.0428 - acc: 0.987 - ETA: 0s - loss: 0.0423 - acc: 0.988 - ETA: 0s - loss: 0.0429 - acc: 0.987 - ETA: 0s - loss: 0.0425 - acc: 0.988 - ETA: 0s - loss: 0.0421 - acc: 0.988 - ETA: 0s - loss: 0.0417 - acc: 0.988 - ETA: 0s - loss: 0.0418 - acc: 0.988 - ETA: 0s - loss: 0.0414 - acc: 0.988 - ETA: 0s - loss: 0.0409 - acc: 0.988 - ETA: 0s - loss: 0.0409 - acc: 0.9884Epoch 00030: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0408 - acc: 0.9885 - val_loss: 0.7859 - val_acc: 0.8551 Epoch 32/2000 6660/6680 [============================>.] - ETA: 3s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0170 - acc: 0.990 - ETA: 4s - loss: 0.0163 - acc: 0.988 - ETA: 4s - loss: 0.0127 - acc: 0.992 - ETA: 4s - loss: 0.0115 - acc: 0.994 - ETA: 4s - loss: 0.0106 - acc: 0.995 - ETA: 4s - loss: 0.0092 - acc: 0.996 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.995 - ETA: 3s - loss: 0.0138 - acc: 0.994 - ETA: 3s - loss: 0.0188 - acc: 0.993 - ETA: 3s - loss: 0.0205 - acc: 0.993 - ETA: 3s - loss: 0.0229 - acc: 0.991 - ETA: 3s - loss: 0.0234 - acc: 0.990 - ETA: 3s - loss: 0.0303 - acc: 0.989 - ETA: 3s - loss: 0.0289 - acc: 0.990 - ETA: 3s - loss: 0.0280 - acc: 0.990 - ETA: 3s - loss: 0.0274 - acc: 0.990 - ETA: 3s - loss: 0.0267 - acc: 0.991 - ETA: 3s - loss: 0.0271 - acc: 0.990 - ETA: 3s - loss: 0.0280 - acc: 0.989 - ETA: 3s - loss: 0.0320 - acc: 0.989 - ETA: 3s - loss: 0.0318 - acc: 0.989 - ETA: 3s - loss: 0.0339 - acc: 0.988 - ETA: 2s - loss: 0.0337 - acc: 0.988 - ETA: 2s - loss: 0.0329 - acc: 0.988 - ETA: 2s - loss: 0.0387 - acc: 0.988 - ETA: 2s - loss: 0.0379 - acc: 0.988 - ETA: 2s - loss: 0.0377 - acc: 0.988 - ETA: 2s - loss: 0.0373 - acc: 0.988 - ETA: 2s - loss: 0.0365 - acc: 0.989 - ETA: 2s - loss: 0.0374 - acc: 0.988 - ETA: 2s - loss: 0.0364 - acc: 0.989 - ETA: 2s - loss: 0.0370 - acc: 0.989 - ETA: 2s - loss: 0.0383 - acc: 0.988 - ETA: 2s - loss: 0.0377 - acc: 0.989 - ETA: 2s - loss: 0.0374 - acc: 0.989 - ETA: 2s - loss: 0.0372 - acc: 0.989 - ETA: 2s - loss: 0.0371 - acc: 0.989 - ETA: 2s - loss: 0.0366 - acc: 0.989 - ETA: 2s - loss: 0.0361 - acc: 0.989 - ETA: 2s - loss: 0.0406 - acc: 0.989 - ETA: 2s - loss: 0.0398 - acc: 0.989 - ETA: 2s - loss: 0.0392 - acc: 0.989 - ETA: 1s - loss: 0.0388 - acc: 0.989 - ETA: 1s - loss: 0.0386 - acc: 0.989 - ETA: 1s - loss: 0.0398 - acc: 0.989 - ETA: 1s - loss: 0.0391 - acc: 0.989 - ETA: 1s - loss: 0.0392 - acc: 0.989 - ETA: 1s - loss: 0.0385 - acc: 0.989 - ETA: 1s - loss: 0.0382 - acc: 0.989 - ETA: 1s - loss: 0.0378 - acc: 0.989 - ETA: 1s - loss: 0.0372 - acc: 0.990 - ETA: 1s - loss: 0.0375 - acc: 0.989 - ETA: 1s - loss: 0.0383 - acc: 0.989 - ETA: 1s - loss: 0.0384 - acc: 0.989 - ETA: 1s - loss: 0.0387 - acc: 0.989 - ETA: 1s - loss: 0.0385 - acc: 0.989 - ETA: 1s - loss: 0.0380 - acc: 0.989 - ETA: 1s - loss: 0.0385 - acc: 0.989 - ETA: 1s - loss: 0.0381 - acc: 0.989 - ETA: 1s - loss: 0.0376 - acc: 0.989 - ETA: 0s - loss: 0.0381 - acc: 0.989 - ETA: 0s - loss: 0.0413 - acc: 0.989 - ETA: 0s - loss: 0.0409 - acc: 0.989 - ETA: 0s - loss: 0.0408 - acc: 0.988 - ETA: 0s - loss: 0.0403 - acc: 0.989 - ETA: 0s - loss: 0.0398 - acc: 0.989 - ETA: 0s - loss: 0.0401 - acc: 0.988 - ETA: 0s - loss: 0.0405 - acc: 0.988 - ETA: 0s - loss: 0.0401 - acc: 0.989 - ETA: 0s - loss: 0.0404 - acc: 0.988 - ETA: 0s - loss: 0.0401 - acc: 0.988 - ETA: 0s - loss: 0.0398 - acc: 0.988 - ETA: 0s - loss: 0.0403 - acc: 0.988 - ETA: 0s - loss: 0.0409 - acc: 0.988 - ETA: 0s - loss: 0.0404 - acc: 0.988 - ETA: 0s - loss: 0.0400 - acc: 0.988 - ETA: 0s - loss: 0.0396 - acc: 0.988 - ETA: 0s - loss: 0.0396 - acc: 0.988 - ETA: 0s - loss: 0.0399 - acc: 0.9886Epoch 00031: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0400 - acc: 0.9885 - val_loss: 0.8156 - val_acc: 0.8539 Epoch 33/2000 6660/6680 [============================>.] - ETA: 0s - loss: 5.2375e-04 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.0000 - ETA: 3s - loss: 0.0299 - acc: 0.983 - ETA: 3s - loss: 0.0282 - acc: 0.984 - ETA: 3s - loss: 0.0233 - acc: 0.988 - ETA: 3s - loss: 0.0212 - acc: 0.990 - ETA: 3s - loss: 0.0227 - acc: 0.990 - ETA: 3s - loss: 0.0335 - acc: 0.989 - ETA: 3s - loss: 0.0318 - acc: 0.989 - ETA: 3s - loss: 0.0300 - acc: 0.989 - ETA: 3s - loss: 0.0369 - acc: 0.989 - ETA: 3s - loss: 0.0340 - acc: 0.990 - ETA: 3s - loss: 0.0330 - acc: 0.989 - ETA: 3s - loss: 0.0309 - acc: 0.990 - ETA: 3s - loss: 0.0294 - acc: 0.991 - ETA: 3s - loss: 0.0310 - acc: 0.990 - ETA: 3s - loss: 0.0348 - acc: 0.989 - ETA: 3s - loss: 0.0351 - acc: 0.989 - ETA: 3s - loss: 0.0335 - acc: 0.989 - ETA: 3s - loss: 0.0319 - acc: 0.990 - ETA: 3s - loss: 0.0307 - acc: 0.990 - ETA: 3s - loss: 0.0297 - acc: 0.991 - ETA: 3s - loss: 0.0300 - acc: 0.990 - ETA: 3s - loss: 0.0290 - acc: 0.990 - ETA: 3s - loss: 0.0284 - acc: 0.991 - ETA: 3s - loss: 0.0284 - acc: 0.991 - ETA: 3s - loss: 0.0276 - acc: 0.991 - ETA: 2s - loss: 0.0267 - acc: 0.991 - ETA: 2s - loss: 0.0279 - acc: 0.991 - ETA: 2s - loss: 0.0273 - acc: 0.991 - ETA: 2s - loss: 0.0271 - acc: 0.991 - ETA: 2s - loss: 0.0269 - acc: 0.992 - ETA: 2s - loss: 0.0274 - acc: 0.991 - ETA: 2s - loss: 0.0283 - acc: 0.991 - ETA: 2s - loss: 0.0338 - acc: 0.991 - ETA: 2s - loss: 0.0334 - acc: 0.991 - ETA: 2s - loss: 0.0342 - acc: 0.991 - ETA: 2s - loss: 0.0360 - acc: 0.989 - ETA: 2s - loss: 0.0353 - acc: 0.990 - ETA: 2s - loss: 0.0355 - acc: 0.990 - ETA: 2s - loss: 0.0346 - acc: 0.990 - ETA: 2s - loss: 0.0348 - acc: 0.990 - ETA: 2s - loss: 0.0340 - acc: 0.990 - ETA: 2s - loss: 0.0337 - acc: 0.990 - ETA: 2s - loss: 0.0336 - acc: 0.990 - ETA: 2s - loss: 0.0343 - acc: 0.990 - ETA: 2s - loss: 0.0340 - acc: 0.990 - ETA: 1s - loss: 0.0336 - acc: 0.989 - ETA: 1s - loss: 0.0333 - acc: 0.989 - ETA: 1s - loss: 0.0327 - acc: 0.990 - ETA: 1s - loss: 0.0361 - acc: 0.990 - ETA: 1s - loss: 0.0356 - acc: 0.990 - ETA: 1s - loss: 0.0352 - acc: 0.990 - ETA: 1s - loss: 0.0346 - acc: 0.990 - ETA: 1s - loss: 0.0343 - acc: 0.990 - ETA: 1s - loss: 0.0338 - acc: 0.990 - ETA: 1s - loss: 0.0340 - acc: 0.990 - ETA: 1s - loss: 0.0336 - acc: 0.990 - ETA: 1s - loss: 0.0331 - acc: 0.990 - ETA: 1s - loss: 0.0345 - acc: 0.990 - ETA: 1s - loss: 0.0347 - acc: 0.990 - ETA: 1s - loss: 0.0379 - acc: 0.989 - ETA: 1s - loss: 0.0380 - acc: 0.989 - ETA: 1s - loss: 0.0375 - acc: 0.989 - ETA: 1s - loss: 0.0378 - acc: 0.989 - ETA: 0s - loss: 0.0378 - acc: 0.989 - ETA: 0s - loss: 0.0372 - acc: 0.990 - ETA: 0s - loss: 0.0371 - acc: 0.990 - ETA: 0s - loss: 0.0366 - acc: 0.990 - ETA: 0s - loss: 0.0362 - acc: 0.990 - ETA: 0s - loss: 0.0358 - acc: 0.990 - ETA: 0s - loss: 0.0357 - acc: 0.990 - ETA: 0s - loss: 0.0359 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0361 - acc: 0.990 - ETA: 0s - loss: 0.0357 - acc: 0.990 - ETA: 0s - loss: 0.0356 - acc: 0.990 - ETA: 0s - loss: 0.0359 - acc: 0.990 - ETA: 0s - loss: 0.0354 - acc: 0.990 - ETA: 0s - loss: 0.0364 - acc: 0.990 - ETA: 0s - loss: 0.0367 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0367 - acc: 0.9901Epoch 00032: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0366 - acc: 0.9901 - val_loss: 0.8027 - val_acc: 0.8539 Epoch 34/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.994 - ETA: 4s - loss: 0.0194 - acc: 0.995 - ETA: 4s - loss: 0.0273 - acc: 0.993 - ETA: 4s - loss: 0.0248 - acc: 0.993 - ETA: 4s - loss: 0.0251 - acc: 0.993 - ETA: 4s - loss: 0.0241 - acc: 0.992 - ETA: 3s - loss: 0.0241 - acc: 0.992 - ETA: 3s - loss: 0.0247 - acc: 0.992 - ETA: 3s - loss: 0.0231 - acc: 0.992 - ETA: 3s - loss: 0.0223 - acc: 0.993 - ETA: 3s - loss: 0.0229 - acc: 0.992 - ETA: 3s - loss: 0.0219 - acc: 0.993 - ETA: 3s - loss: 0.0220 - acc: 0.992 - ETA: 3s - loss: 0.0239 - acc: 0.992 - ETA: 3s - loss: 0.0228 - acc: 0.992 - ETA: 3s - loss: 0.0292 - acc: 0.991 - ETA: 3s - loss: 0.0287 - acc: 0.991 - ETA: 3s - loss: 0.0282 - acc: 0.991 - ETA: 3s - loss: 0.0273 - acc: 0.991 - ETA: 3s - loss: 0.0264 - acc: 0.991 - ETA: 3s - loss: 0.0257 - acc: 0.992 - ETA: 3s - loss: 0.0251 - acc: 0.992 - ETA: 3s - loss: 0.0249 - acc: 0.992 - ETA: 2s - loss: 0.0243 - acc: 0.993 - ETA: 2s - loss: 0.0245 - acc: 0.992 - ETA: 2s - loss: 0.0241 - acc: 0.992 - ETA: 2s - loss: 0.0247 - acc: 0.992 - ETA: 2s - loss: 0.0243 - acc: 0.992 - ETA: 2s - loss: 0.0294 - acc: 0.992 - ETA: 2s - loss: 0.0289 - acc: 0.992 - ETA: 2s - loss: 0.0286 - acc: 0.992 - ETA: 2s - loss: 0.0291 - acc: 0.991 - ETA: 2s - loss: 0.0285 - acc: 0.992 - ETA: 2s - loss: 0.0283 - acc: 0.991 - ETA: 2s - loss: 0.0277 - acc: 0.992 - ETA: 2s - loss: 0.0279 - acc: 0.991 - ETA: 2s - loss: 0.0283 - acc: 0.991 - ETA: 2s - loss: 0.0296 - acc: 0.991 - ETA: 2s - loss: 0.0291 - acc: 0.991 - ETA: 2s - loss: 0.0304 - acc: 0.991 - ETA: 2s - loss: 0.0341 - acc: 0.991 - ETA: 1s - loss: 0.0353 - acc: 0.990 - ETA: 1s - loss: 0.0346 - acc: 0.990 - ETA: 1s - loss: 0.0340 - acc: 0.991 - ETA: 1s - loss: 0.0334 - acc: 0.991 - ETA: 1s - loss: 0.0328 - acc: 0.991 - ETA: 1s - loss: 0.0326 - acc: 0.991 - ETA: 1s - loss: 0.0326 - acc: 0.991 - ETA: 1s - loss: 0.0320 - acc: 0.991 - ETA: 1s - loss: 0.0341 - acc: 0.990 - ETA: 1s - loss: 0.0338 - acc: 0.990 - ETA: 1s - loss: 0.0350 - acc: 0.990 - ETA: 1s - loss: 0.0346 - acc: 0.990 - ETA: 1s - loss: 0.0369 - acc: 0.990 - ETA: 1s - loss: 0.0364 - acc: 0.990 - ETA: 1s - loss: 0.0363 - acc: 0.990 - ETA: 1s - loss: 0.0358 - acc: 0.990 - ETA: 1s - loss: 0.0361 - acc: 0.990 - ETA: 1s - loss: 0.0359 - acc: 0.990 - ETA: 0s - loss: 0.0356 - acc: 0.990 - ETA: 0s - loss: 0.0356 - acc: 0.990 - ETA: 0s - loss: 0.0352 - acc: 0.990 - ETA: 0s - loss: 0.0347 - acc: 0.990 - ETA: 0s - loss: 0.0351 - acc: 0.990 - ETA: 0s - loss: 0.0364 - acc: 0.990 - ETA: 0s - loss: 0.0364 - acc: 0.990 - ETA: 0s - loss: 0.0367 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0366 - acc: 0.989 - ETA: 0s - loss: 0.0366 - acc: 0.989 - ETA: 0s - loss: 0.0363 - acc: 0.989 - ETA: 0s - loss: 0.0361 - acc: 0.989 - ETA: 0s - loss: 0.0366 - acc: 0.989 - ETA: 0s - loss: 0.0369 - acc: 0.989 - ETA: 0s - loss: 0.0366 - acc: 0.989 - ETA: 0s - loss: 0.0362 - acc: 0.989 - ETA: 0s - loss: 0.0358 - acc: 0.9895Epoch 00033: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0357 - acc: 0.9895 - val_loss: 0.8554 - val_acc: 0.8539 Epoch 35/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.1653 - acc: 0.990 - ETA: 4s - loss: 0.0943 - acc: 0.994 - ETA: 4s - loss: 0.0751 - acc: 0.992 - ETA: 4s - loss: 0.0584 - acc: 0.994 - ETA: 4s - loss: 0.0487 - acc: 0.995 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0364 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0351 - acc: 0.995 - ETA: 3s - loss: 0.0339 - acc: 0.994 - ETA: 3s - loss: 0.0443 - acc: 0.993 - ETA: 3s - loss: 0.0420 - acc: 0.993 - ETA: 3s - loss: 0.0406 - acc: 0.993 - ETA: 3s - loss: 0.0396 - acc: 0.992 - ETA: 3s - loss: 0.0388 - acc: 0.992 - ETA: 3s - loss: 0.0368 - acc: 0.992 - ETA: 3s - loss: 0.0360 - acc: 0.993 - ETA: 3s - loss: 0.0360 - acc: 0.992 - ETA: 3s - loss: 0.0383 - acc: 0.992 - ETA: 3s - loss: 0.0368 - acc: 0.992 - ETA: 3s - loss: 0.0354 - acc: 0.992 - ETA: 3s - loss: 0.0357 - acc: 0.991 - ETA: 3s - loss: 0.0367 - acc: 0.991 - ETA: 3s - loss: 0.0356 - acc: 0.991 - ETA: 3s - loss: 0.0348 - acc: 0.991 - ETA: 3s - loss: 0.0336 - acc: 0.991 - ETA: 3s - loss: 0.0336 - acc: 0.990 - ETA: 2s - loss: 0.0334 - acc: 0.990 - ETA: 2s - loss: 0.0325 - acc: 0.990 - ETA: 2s - loss: 0.0316 - acc: 0.991 - ETA: 2s - loss: 0.0309 - acc: 0.991 - ETA: 2s - loss: 0.0305 - acc: 0.991 - ETA: 2s - loss: 0.0297 - acc: 0.991 - ETA: 2s - loss: 0.0300 - acc: 0.991 - ETA: 2s - loss: 0.0309 - acc: 0.990 - ETA: 2s - loss: 0.0301 - acc: 0.990 - ETA: 2s - loss: 0.0299 - acc: 0.990 - ETA: 2s - loss: 0.0294 - acc: 0.991 - ETA: 2s - loss: 0.0287 - acc: 0.991 - ETA: 2s - loss: 0.0284 - acc: 0.991 - ETA: 2s - loss: 0.0277 - acc: 0.991 - ETA: 2s - loss: 0.0274 - acc: 0.991 - ETA: 2s - loss: 0.0268 - acc: 0.992 - ETA: 2s - loss: 0.0264 - acc: 0.992 - ETA: 2s - loss: 0.0268 - acc: 0.992 - ETA: 1s - loss: 0.0275 - acc: 0.991 - ETA: 1s - loss: 0.0273 - acc: 0.991 - ETA: 1s - loss: 0.0269 - acc: 0.991 - ETA: 1s - loss: 0.0272 - acc: 0.991 - ETA: 1s - loss: 0.0267 - acc: 0.991 - ETA: 1s - loss: 0.0263 - acc: 0.991 - ETA: 1s - loss: 0.0267 - acc: 0.991 - ETA: 1s - loss: 0.0274 - acc: 0.991 - ETA: 1s - loss: 0.0271 - acc: 0.991 - ETA: 1s - loss: 0.0275 - acc: 0.991 - ETA: 1s - loss: 0.0271 - acc: 0.991 - ETA: 1s - loss: 0.0270 - acc: 0.991 - ETA: 1s - loss: 0.0282 - acc: 0.990 - ETA: 1s - loss: 0.0283 - acc: 0.990 - ETA: 1s - loss: 0.0281 - acc: 0.990 - ETA: 1s - loss: 0.0298 - acc: 0.990 - ETA: 1s - loss: 0.0293 - acc: 0.990 - ETA: 1s - loss: 0.0305 - acc: 0.990 - ETA: 0s - loss: 0.0311 - acc: 0.990 - ETA: 0s - loss: 0.0307 - acc: 0.990 - ETA: 0s - loss: 0.0311 - acc: 0.990 - ETA: 0s - loss: 0.0308 - acc: 0.990 - ETA: 0s - loss: 0.0313 - acc: 0.989 - ETA: 0s - loss: 0.0309 - acc: 0.990 - ETA: 0s - loss: 0.0310 - acc: 0.990 - ETA: 0s - loss: 0.0308 - acc: 0.990 - ETA: 0s - loss: 0.0305 - acc: 0.990 - ETA: 0s - loss: 0.0303 - acc: 0.990 - ETA: 0s - loss: 0.0311 - acc: 0.990 - ETA: 0s - loss: 0.0308 - acc: 0.990 - ETA: 0s - loss: 0.0331 - acc: 0.990 - ETA: 0s - loss: 0.0330 - acc: 0.990 - ETA: 0s - loss: 0.0340 - acc: 0.990 - ETA: 0s - loss: 0.0340 - acc: 0.989 - ETA: 0s - loss: 0.0337 - acc: 0.990 - ETA: 0s - loss: 0.0335 - acc: 0.990 - ETA: 0s - loss: 0.0343 - acc: 0.9895Epoch 00034: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0342 - acc: 0.9895 - val_loss: 0.8274 - val_acc: 0.8563 Epoch 36/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.9244e-04 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.0000 - ETA: 4s - loss: 0.0256 - acc: 0.988 - ETA: 4s - loss: 0.0195 - acc: 0.992 - ETA: 4s - loss: 0.0250 - acc: 0.988 - ETA: 4s - loss: 0.0207 - acc: 0.990 - ETA: 4s - loss: 0.0178 - acc: 0.992 - ETA: 4s - loss: 0.0433 - acc: 0.991 - ETA: 4s - loss: 0.0401 - acc: 0.992 - ETA: 4s - loss: 0.0395 - acc: 0.991 - ETA: 4s - loss: 0.0483 - acc: 0.990 - ETA: 3s - loss: 0.0447 - acc: 0.991 - ETA: 3s - loss: 0.0419 - acc: 0.991 - ETA: 3s - loss: 0.0393 - acc: 0.992 - ETA: 3s - loss: 0.0389 - acc: 0.992 - ETA: 3s - loss: 0.0364 - acc: 0.992 - ETA: 3s - loss: 0.0405 - acc: 0.990 - ETA: 3s - loss: 0.0385 - acc: 0.991 - ETA: 3s - loss: 0.0373 - acc: 0.991 - ETA: 3s - loss: 0.0358 - acc: 0.991 - ETA: 3s - loss: 0.0350 - acc: 0.991 - ETA: 3s - loss: 0.0336 - acc: 0.991 - ETA: 3s - loss: 0.0325 - acc: 0.992 - ETA: 3s - loss: 0.0331 - acc: 0.991 - ETA: 3s - loss: 0.0319 - acc: 0.992 - ETA: 3s - loss: 0.0318 - acc: 0.991 - ETA: 3s - loss: 0.0334 - acc: 0.991 - ETA: 3s - loss: 0.0330 - acc: 0.990 - ETA: 3s - loss: 0.0330 - acc: 0.990 - ETA: 2s - loss: 0.0322 - acc: 0.991 - ETA: 2s - loss: 0.0311 - acc: 0.991 - ETA: 2s - loss: 0.0306 - acc: 0.991 - ETA: 2s - loss: 0.0308 - acc: 0.991 - ETA: 2s - loss: 0.0300 - acc: 0.991 - ETA: 2s - loss: 0.0303 - acc: 0.991 - ETA: 2s - loss: 0.0364 - acc: 0.990 - ETA: 2s - loss: 0.0356 - acc: 0.991 - ETA: 2s - loss: 0.0347 - acc: 0.991 - ETA: 2s - loss: 0.0339 - acc: 0.991 - ETA: 2s - loss: 0.0330 - acc: 0.991 - ETA: 2s - loss: 0.0323 - acc: 0.991 - ETA: 2s - loss: 0.0338 - acc: 0.991 - ETA: 2s - loss: 0.0332 - acc: 0.992 - ETA: 2s - loss: 0.0335 - acc: 0.991 - ETA: 2s - loss: 0.0335 - acc: 0.991 - ETA: 2s - loss: 0.0334 - acc: 0.991 - ETA: 2s - loss: 0.0327 - acc: 0.991 - ETA: 1s - loss: 0.0327 - acc: 0.991 - ETA: 1s - loss: 0.0321 - acc: 0.991 - ETA: 1s - loss: 0.0316 - acc: 0.991 - ETA: 1s - loss: 0.0311 - acc: 0.991 - ETA: 1s - loss: 0.0316 - acc: 0.991 - ETA: 1s - loss: 0.0319 - acc: 0.991 - ETA: 1s - loss: 0.0319 - acc: 0.991 - ETA: 1s - loss: 0.0323 - acc: 0.991 - ETA: 1s - loss: 0.0326 - acc: 0.991 - ETA: 1s - loss: 0.0334 - acc: 0.990 - ETA: 1s - loss: 0.0337 - acc: 0.990 - ETA: 1s - loss: 0.0334 - acc: 0.990 - ETA: 1s - loss: 0.0330 - acc: 0.990 - ETA: 1s - loss: 0.0363 - acc: 0.990 - ETA: 1s - loss: 0.0364 - acc: 0.990 - ETA: 1s - loss: 0.0362 - acc: 0.990 - ETA: 1s - loss: 0.0357 - acc: 0.990 - ETA: 1s - loss: 0.0352 - acc: 0.990 - ETA: 1s - loss: 0.0348 - acc: 0.990 - ETA: 0s - loss: 0.0343 - acc: 0.990 - ETA: 0s - loss: 0.0346 - acc: 0.990 - ETA: 0s - loss: 0.0351 - acc: 0.990 - ETA: 0s - loss: 0.0348 - acc: 0.990 - ETA: 0s - loss: 0.0346 - acc: 0.990 - ETA: 0s - loss: 0.0342 - acc: 0.990 - ETA: 0s - loss: 0.0338 - acc: 0.991 - ETA: 0s - loss: 0.0334 - acc: 0.991 - ETA: 0s - loss: 0.0347 - acc: 0.990 - ETA: 0s - loss: 0.0345 - acc: 0.990 - ETA: 0s - loss: 0.0340 - acc: 0.990 - ETA: 0s - loss: 0.0336 - acc: 0.990 - ETA: 0s - loss: 0.0334 - acc: 0.990 - ETA: 0s - loss: 0.0330 - acc: 0.991 - ETA: 0s - loss: 0.0334 - acc: 0.990 - ETA: 0s - loss: 0.0330 - acc: 0.990 - ETA: 0s - loss: 0.0329 - acc: 0.990 - ETA: 0s - loss: 0.0328 - acc: 0.9908Epoch 00035: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0327 - acc: 0.9909 - val_loss: 0.8823 - val_acc: 0.8539 Epoch 37/2000 6600/6680 [============================>.] - ETA: 0s - loss: 5.0168e-04 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 1.0000 - ETA: 3s - loss: 0.0075 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 1.000 - ETA: 4s - loss: 0.0068 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.000 - ETA: 3s - loss: 0.0056 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 1.000 - ETA: 3s - loss: 0.0062 - acc: 1.000 - ETA: 3s - loss: 0.0059 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 1.000 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0149 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0179 - acc: 0.996 - ETA: 2s - loss: 0.0182 - acc: 0.995 - ETA: 2s - loss: 0.0179 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.995 - ETA: 2s - loss: 0.0180 - acc: 0.996 - ETA: 2s - loss: 0.0235 - acc: 0.995 - ETA: 2s - loss: 0.0232 - acc: 0.995 - ETA: 2s - loss: 0.0257 - acc: 0.995 - ETA: 2s - loss: 0.0252 - acc: 0.995 - ETA: 2s - loss: 0.0263 - acc: 0.994 - ETA: 2s - loss: 0.0262 - acc: 0.994 - ETA: 2s - loss: 0.0261 - acc: 0.994 - ETA: 2s - loss: 0.0274 - acc: 0.994 - ETA: 2s - loss: 0.0269 - acc: 0.994 - ETA: 2s - loss: 0.0274 - acc: 0.994 - ETA: 2s - loss: 0.0269 - acc: 0.994 - ETA: 2s - loss: 0.0276 - acc: 0.994 - ETA: 1s - loss: 0.0271 - acc: 0.994 - ETA: 1s - loss: 0.0280 - acc: 0.993 - ETA: 1s - loss: 0.0276 - acc: 0.993 - ETA: 1s - loss: 0.0280 - acc: 0.993 - ETA: 1s - loss: 0.0276 - acc: 0.993 - ETA: 1s - loss: 0.0318 - acc: 0.993 - ETA: 1s - loss: 0.0313 - acc: 0.993 - ETA: 1s - loss: 0.0308 - acc: 0.993 - ETA: 1s - loss: 0.0339 - acc: 0.993 - ETA: 1s - loss: 0.0347 - acc: 0.992 - ETA: 1s - loss: 0.0346 - acc: 0.992 - ETA: 1s - loss: 0.0341 - acc: 0.992 - ETA: 1s - loss: 0.0340 - acc: 0.992 - ETA: 1s - loss: 0.0341 - acc: 0.992 - ETA: 1s - loss: 0.0336 - acc: 0.992 - ETA: 1s - loss: 0.0332 - acc: 0.993 - ETA: 1s - loss: 0.0331 - acc: 0.992 - ETA: 1s - loss: 0.0326 - acc: 0.993 - ETA: 0s - loss: 0.0332 - acc: 0.992 - ETA: 0s - loss: 0.0334 - acc: 0.992 - ETA: 0s - loss: 0.0333 - acc: 0.992 - ETA: 0s - loss: 0.0339 - acc: 0.992 - ETA: 0s - loss: 0.0335 - acc: 0.992 - ETA: 0s - loss: 0.0343 - acc: 0.992 - ETA: 0s - loss: 0.0340 - acc: 0.992 - ETA: 0s - loss: 0.0336 - acc: 0.992 - ETA: 0s - loss: 0.0332 - acc: 0.992 - ETA: 0s - loss: 0.0334 - acc: 0.992 - ETA: 0s - loss: 0.0330 - acc: 0.992 - ETA: 0s - loss: 0.0331 - acc: 0.992 - ETA: 0s - loss: 0.0335 - acc: 0.992 - ETA: 0s - loss: 0.0331 - acc: 0.992 - ETA: 0s - loss: 0.0338 - acc: 0.992 - ETA: 0s - loss: 0.0339 - acc: 0.992 - ETA: 0s - loss: 0.0335 - acc: 0.992 - ETA: 0s - loss: 0.0335 - acc: 0.9921Epoch 00036: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0339 - acc: 0.9918 - val_loss: 0.8514 - val_acc: 0.8503 Epoch 38/2000 6660/6680 [============================>.] - ETA: 4s - loss: 5.9172e-04 - acc: 1.000 - ETA: 4s - loss: 0.0296 - acc: 0.9900 - ETA: 4s - loss: 0.0167 - acc: 0.994 - ETA: 4s - loss: 0.0163 - acc: 0.996 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.994 - ETA: 4s - loss: 0.0242 - acc: 0.993 - ETA: 4s - loss: 0.0253 - acc: 0.992 - ETA: 4s - loss: 0.0230 - acc: 0.993 - ETA: 4s - loss: 0.0235 - acc: 0.992 - ETA: 3s - loss: 0.0220 - acc: 0.993 - ETA: 3s - loss: 0.0203 - acc: 0.993 - ETA: 3s - loss: 0.0208 - acc: 0.993 - ETA: 3s - loss: 0.0198 - acc: 0.993 - ETA: 3s - loss: 0.0202 - acc: 0.993 - ETA: 3s - loss: 0.0191 - acc: 0.993 - ETA: 3s - loss: 0.0182 - acc: 0.994 - ETA: 3s - loss: 0.0175 - acc: 0.994 - ETA: 3s - loss: 0.0168 - acc: 0.994 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0158 - acc: 0.995 - ETA: 3s - loss: 0.0152 - acc: 0.995 - ETA: 3s - loss: 0.0148 - acc: 0.995 - ETA: 3s - loss: 0.0143 - acc: 0.995 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.995 - ETA: 3s - loss: 0.0146 - acc: 0.995 - ETA: 3s - loss: 0.0143 - acc: 0.995 - ETA: 3s - loss: 0.0144 - acc: 0.995 - ETA: 2s - loss: 0.0183 - acc: 0.994 - ETA: 2s - loss: 0.0184 - acc: 0.994 - ETA: 2s - loss: 0.0249 - acc: 0.993 - ETA: 2s - loss: 0.0242 - acc: 0.993 - ETA: 2s - loss: 0.0254 - acc: 0.993 - ETA: 2s - loss: 0.0248 - acc: 0.993 - ETA: 2s - loss: 0.0243 - acc: 0.993 - ETA: 2s - loss: 0.0237 - acc: 0.993 - ETA: 2s - loss: 0.0248 - acc: 0.993 - ETA: 2s - loss: 0.0243 - acc: 0.993 - ETA: 2s - loss: 0.0256 - acc: 0.993 - ETA: 2s - loss: 0.0255 - acc: 0.993 - ETA: 2s - loss: 0.0249 - acc: 0.993 - ETA: 2s - loss: 0.0267 - acc: 0.992 - ETA: 2s - loss: 0.0264 - acc: 0.992 - ETA: 2s - loss: 0.0260 - acc: 0.992 - ETA: 2s - loss: 0.0264 - acc: 0.992 - ETA: 1s - loss: 0.0262 - acc: 0.992 - ETA: 1s - loss: 0.0257 - acc: 0.992 - ETA: 1s - loss: 0.0256 - acc: 0.992 - ETA: 1s - loss: 0.0251 - acc: 0.992 - ETA: 1s - loss: 0.0248 - acc: 0.992 - ETA: 1s - loss: 0.0244 - acc: 0.992 - ETA: 1s - loss: 0.0240 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.992 - ETA: 1s - loss: 0.0243 - acc: 0.992 - ETA: 1s - loss: 0.0240 - acc: 0.992 - ETA: 1s - loss: 0.0237 - acc: 0.992 - ETA: 1s - loss: 0.0234 - acc: 0.992 - ETA: 1s - loss: 0.0246 - acc: 0.992 - ETA: 1s - loss: 0.0251 - acc: 0.992 - ETA: 1s - loss: 0.0248 - acc: 0.992 - ETA: 1s - loss: 0.0244 - acc: 0.992 - ETA: 1s - loss: 0.0241 - acc: 0.992 - ETA: 1s - loss: 0.0272 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0278 - acc: 0.992 - ETA: 0s - loss: 0.0285 - acc: 0.991 - ETA: 0s - loss: 0.0281 - acc: 0.991 - ETA: 0s - loss: 0.0285 - acc: 0.991 - ETA: 0s - loss: 0.0282 - acc: 0.991 - ETA: 0s - loss: 0.0289 - acc: 0.991 - ETA: 0s - loss: 0.0287 - acc: 0.991 - ETA: 0s - loss: 0.0292 - acc: 0.991 - ETA: 0s - loss: 0.0292 - acc: 0.991 - ETA: 0s - loss: 0.0316 - acc: 0.991 - ETA: 0s - loss: 0.0317 - acc: 0.991 - ETA: 0s - loss: 0.0324 - acc: 0.990 - ETA: 0s - loss: 0.0321 - acc: 0.991 - ETA: 0s - loss: 0.0318 - acc: 0.991 - ETA: 0s - loss: 0.0315 - acc: 0.991 - ETA: 0s - loss: 0.0315 - acc: 0.991 - ETA: 0s - loss: 0.0315 - acc: 0.991 - ETA: 0s - loss: 0.0313 - acc: 0.9911Epoch 00037: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0314 - acc: 0.9910 - val_loss: 0.8925 - val_acc: 0.8551 Epoch 39/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.3015e-05 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0188 - acc: 0.994 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.994 - ETA: 3s - loss: 0.0185 - acc: 0.995 - ETA: 3s - loss: 0.0198 - acc: 0.993 - ETA: 3s - loss: 0.0198 - acc: 0.993 - ETA: 3s - loss: 0.0228 - acc: 0.993 - ETA: 3s - loss: 0.0271 - acc: 0.990 - ETA: 3s - loss: 0.0268 - acc: 0.990 - ETA: 3s - loss: 0.0257 - acc: 0.991 - ETA: 3s - loss: 0.0246 - acc: 0.991 - ETA: 3s - loss: 0.0249 - acc: 0.991 - ETA: 3s - loss: 0.0261 - acc: 0.990 - ETA: 3s - loss: 0.0331 - acc: 0.990 - ETA: 3s - loss: 0.0323 - acc: 0.990 - ETA: 3s - loss: 0.0329 - acc: 0.989 - ETA: 3s - loss: 0.0332 - acc: 0.988 - ETA: 3s - loss: 0.0336 - acc: 0.988 - ETA: 3s - loss: 0.0326 - acc: 0.989 - ETA: 2s - loss: 0.0327 - acc: 0.988 - ETA: 2s - loss: 0.0321 - acc: 0.989 - ETA: 2s - loss: 0.0333 - acc: 0.988 - ETA: 2s - loss: 0.0328 - acc: 0.989 - ETA: 2s - loss: 0.0324 - acc: 0.989 - ETA: 2s - loss: 0.0323 - acc: 0.989 - ETA: 2s - loss: 0.0320 - acc: 0.988 - ETA: 2s - loss: 0.0316 - acc: 0.989 - ETA: 2s - loss: 0.0308 - acc: 0.989 - ETA: 2s - loss: 0.0306 - acc: 0.989 - ETA: 2s - loss: 0.0300 - acc: 0.989 - ETA: 2s - loss: 0.0302 - acc: 0.989 - ETA: 2s - loss: 0.0301 - acc: 0.989 - ETA: 2s - loss: 0.0297 - acc: 0.989 - ETA: 2s - loss: 0.0291 - acc: 0.990 - ETA: 2s - loss: 0.0289 - acc: 0.990 - ETA: 2s - loss: 0.0297 - acc: 0.989 - ETA: 2s - loss: 0.0293 - acc: 0.989 - ETA: 1s - loss: 0.0287 - acc: 0.990 - ETA: 1s - loss: 0.0282 - acc: 0.990 - ETA: 1s - loss: 0.0278 - acc: 0.990 - ETA: 1s - loss: 0.0279 - acc: 0.990 - ETA: 1s - loss: 0.0275 - acc: 0.990 - ETA: 1s - loss: 0.0272 - acc: 0.990 - ETA: 1s - loss: 0.0268 - acc: 0.990 - ETA: 1s - loss: 0.0269 - acc: 0.990 - ETA: 1s - loss: 0.0266 - acc: 0.990 - ETA: 1s - loss: 0.0273 - acc: 0.990 - ETA: 1s - loss: 0.0269 - acc: 0.990 - ETA: 1s - loss: 0.0301 - acc: 0.990 - ETA: 1s - loss: 0.0335 - acc: 0.989 - ETA: 1s - loss: 0.0330 - acc: 0.990 - ETA: 1s - loss: 0.0325 - acc: 0.990 - ETA: 1s - loss: 0.0325 - acc: 0.990 - ETA: 1s - loss: 0.0324 - acc: 0.990 - ETA: 0s - loss: 0.0327 - acc: 0.990 - ETA: 0s - loss: 0.0324 - acc: 0.990 - ETA: 0s - loss: 0.0321 - acc: 0.990 - ETA: 0s - loss: 0.0317 - acc: 0.990 - ETA: 0s - loss: 0.0320 - acc: 0.990 - ETA: 0s - loss: 0.0322 - acc: 0.990 - ETA: 0s - loss: 0.0327 - acc: 0.990 - ETA: 0s - loss: 0.0322 - acc: 0.990 - ETA: 0s - loss: 0.0319 - acc: 0.990 - ETA: 0s - loss: 0.0320 - acc: 0.990 - ETA: 0s - loss: 0.0316 - acc: 0.990 - ETA: 0s - loss: 0.0312 - acc: 0.990 - ETA: 0s - loss: 0.0312 - acc: 0.990 - ETA: 0s - loss: 0.0309 - acc: 0.990 - ETA: 0s - loss: 0.0305 - acc: 0.990 - ETA: 0s - loss: 0.0302 - acc: 0.990 - ETA: 0s - loss: 0.0299 - acc: 0.991 - ETA: 0s - loss: 0.0301 - acc: 0.9908Epoch 00038: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0300 - acc: 0.9909 - val_loss: 0.8679 - val_acc: 0.8491 Epoch 40/2000 6640/6680 [============================>.] - ETA: 0s - loss: 0.0190 - acc: 1.000 - ETA: 3s - loss: 0.0597 - acc: 0.980 - ETA: 4s - loss: 0.0343 - acc: 0.988 - ETA: 4s - loss: 0.0247 - acc: 0.992 - ETA: 4s - loss: 0.0194 - acc: 0.994 - ETA: 4s - loss: 0.0193 - acc: 0.992 - ETA: 4s - loss: 0.0167 - acc: 0.994 - ETA: 4s - loss: 0.0146 - acc: 0.994 - ETA: 4s - loss: 0.0386 - acc: 0.992 - ETA: 3s - loss: 0.0403 - acc: 0.991 - ETA: 3s - loss: 0.0374 - acc: 0.991 - ETA: 3s - loss: 0.0345 - acc: 0.992 - ETA: 3s - loss: 0.0331 - acc: 0.991 - ETA: 3s - loss: 0.0321 - acc: 0.991 - ETA: 3s - loss: 0.0314 - acc: 0.991 - ETA: 3s - loss: 0.0305 - acc: 0.991 - ETA: 3s - loss: 0.0294 - acc: 0.990 - ETA: 3s - loss: 0.0315 - acc: 0.990 - ETA: 3s - loss: 0.0306 - acc: 0.990 - ETA: 3s - loss: 0.0301 - acc: 0.990 - ETA: 3s - loss: 0.0316 - acc: 0.990 - ETA: 3s - loss: 0.0308 - acc: 0.990 - ETA: 3s - loss: 0.0294 - acc: 0.990 - ETA: 3s - loss: 0.0282 - acc: 0.990 - ETA: 3s - loss: 0.0282 - acc: 0.990 - ETA: 3s - loss: 0.0273 - acc: 0.991 - ETA: 3s - loss: 0.0263 - acc: 0.991 - ETA: 3s - loss: 0.0265 - acc: 0.991 - ETA: 3s - loss: 0.0270 - acc: 0.991 - ETA: 3s - loss: 0.0261 - acc: 0.991 - ETA: 2s - loss: 0.0253 - acc: 0.991 - ETA: 2s - loss: 0.0251 - acc: 0.991 - ETA: 2s - loss: 0.0250 - acc: 0.991 - ETA: 2s - loss: 0.0254 - acc: 0.991 - ETA: 2s - loss: 0.0247 - acc: 0.991 - ETA: 2s - loss: 0.0245 - acc: 0.991 - ETA: 2s - loss: 0.0239 - acc: 0.991 - ETA: 2s - loss: 0.0252 - acc: 0.990 - ETA: 2s - loss: 0.0247 - acc: 0.990 - ETA: 2s - loss: 0.0241 - acc: 0.991 - ETA: 2s - loss: 0.0236 - acc: 0.991 - ETA: 2s - loss: 0.0237 - acc: 0.991 - ETA: 2s - loss: 0.0262 - acc: 0.990 - ETA: 2s - loss: 0.0303 - acc: 0.990 - ETA: 2s - loss: 0.0344 - acc: 0.990 - ETA: 2s - loss: 0.0339 - acc: 0.990 - ETA: 2s - loss: 0.0332 - acc: 0.991 - ETA: 2s - loss: 0.0333 - acc: 0.990 - ETA: 1s - loss: 0.0330 - acc: 0.990 - ETA: 1s - loss: 0.0341 - acc: 0.990 - ETA: 1s - loss: 0.0335 - acc: 0.990 - ETA: 1s - loss: 0.0328 - acc: 0.991 - ETA: 1s - loss: 0.0333 - acc: 0.990 - ETA: 1s - loss: 0.0327 - acc: 0.990 - ETA: 1s - loss: 0.0322 - acc: 0.991 - ETA: 1s - loss: 0.0317 - acc: 0.991 - ETA: 1s - loss: 0.0314 - acc: 0.991 - ETA: 1s - loss: 0.0309 - acc: 0.991 - ETA: 1s - loss: 0.0307 - acc: 0.991 - ETA: 1s - loss: 0.0320 - acc: 0.990 - ETA: 1s - loss: 0.0315 - acc: 0.991 - ETA: 1s - loss: 0.0311 - acc: 0.991 - ETA: 1s - loss: 0.0309 - acc: 0.991 - ETA: 1s - loss: 0.0304 - acc: 0.991 - ETA: 1s - loss: 0.0303 - acc: 0.991 - ETA: 1s - loss: 0.0300 - acc: 0.991 - ETA: 0s - loss: 0.0298 - acc: 0.991 - ETA: 0s - loss: 0.0301 - acc: 0.991 - ETA: 0s - loss: 0.0298 - acc: 0.991 - ETA: 0s - loss: 0.0295 - acc: 0.991 - ETA: 0s - loss: 0.0292 - acc: 0.991 - ETA: 0s - loss: 0.0292 - acc: 0.991 - ETA: 0s - loss: 0.0288 - acc: 0.991 - ETA: 0s - loss: 0.0294 - acc: 0.991 - ETA: 0s - loss: 0.0298 - acc: 0.991 - ETA: 0s - loss: 0.0296 - acc: 0.991 - ETA: 0s - loss: 0.0304 - acc: 0.991 - ETA: 0s - loss: 0.0302 - acc: 0.990 - ETA: 0s - loss: 0.0312 - acc: 0.990 - ETA: 0s - loss: 0.0308 - acc: 0.991 - ETA: 0s - loss: 0.0306 - acc: 0.991 - ETA: 0s - loss: 0.0302 - acc: 0.991 - ETA: 0s - loss: 0.0300 - acc: 0.991 - ETA: 0s - loss: 0.0299 - acc: 0.9911Epoch 00039: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0297 - acc: 0.9912 - val_loss: 0.8822 - val_acc: 0.8575 Epoch 41/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0080 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 1.000 - ETA: 3s - loss: 0.0060 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 1.000 - ETA: 3s - loss: 0.0047 - acc: 1.000 - ETA: 3s - loss: 0.0041 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.000 - ETA: 3s - loss: 0.0034 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.995 - ETA: 3s - loss: 0.0118 - acc: 0.996 - ETA: 3s - loss: 0.0131 - acc: 0.995 - ETA: 3s - loss: 0.0126 - acc: 0.995 - ETA: 3s - loss: 0.0126 - acc: 0.995 - ETA: 3s - loss: 0.0125 - acc: 0.995 - ETA: 3s - loss: 0.0133 - acc: 0.994 - ETA: 3s - loss: 0.0131 - acc: 0.995 - ETA: 3s - loss: 0.0138 - acc: 0.994 - ETA: 3s - loss: 0.0155 - acc: 0.994 - ETA: 3s - loss: 0.0163 - acc: 0.993 - ETA: 2s - loss: 0.0158 - acc: 0.994 - ETA: 2s - loss: 0.0155 - acc: 0.994 - ETA: 2s - loss: 0.0150 - acc: 0.994 - ETA: 2s - loss: 0.0155 - acc: 0.994 - ETA: 2s - loss: 0.0163 - acc: 0.994 - ETA: 2s - loss: 0.0176 - acc: 0.993 - ETA: 2s - loss: 0.0182 - acc: 0.993 - ETA: 2s - loss: 0.0178 - acc: 0.993 - ETA: 2s - loss: 0.0176 - acc: 0.994 - ETA: 2s - loss: 0.0212 - acc: 0.992 - ETA: 2s - loss: 0.0212 - acc: 0.992 - ETA: 2s - loss: 0.0208 - acc: 0.992 - ETA: 2s - loss: 0.0227 - acc: 0.992 - ETA: 2s - loss: 0.0223 - acc: 0.992 - ETA: 2s - loss: 0.0219 - acc: 0.992 - ETA: 2s - loss: 0.0217 - acc: 0.992 - ETA: 2s - loss: 0.0214 - acc: 0.992 - ETA: 2s - loss: 0.0216 - acc: 0.992 - ETA: 1s - loss: 0.0232 - acc: 0.992 - ETA: 1s - loss: 0.0271 - acc: 0.992 - ETA: 1s - loss: 0.0266 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.992 - ETA: 1s - loss: 0.0258 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0264 - acc: 0.992 - ETA: 1s - loss: 0.0271 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0263 - acc: 0.992 - ETA: 1s - loss: 0.0259 - acc: 0.992 - ETA: 1s - loss: 0.0259 - acc: 0.992 - ETA: 1s - loss: 0.0258 - acc: 0.992 - ETA: 1s - loss: 0.0257 - acc: 0.992 - ETA: 1s - loss: 0.0255 - acc: 0.992 - ETA: 1s - loss: 0.0252 - acc: 0.992 - ETA: 1s - loss: 0.0249 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.992 - ETA: 0s - loss: 0.0252 - acc: 0.992 - ETA: 0s - loss: 0.0281 - acc: 0.992 - ETA: 0s - loss: 0.0278 - acc: 0.992 - ETA: 0s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0279 - acc: 0.992 - ETA: 0s - loss: 0.0279 - acc: 0.992 - ETA: 0s - loss: 0.0275 - acc: 0.992 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0267 - acc: 0.992 - ETA: 0s - loss: 0.0265 - acc: 0.992 - ETA: 0s - loss: 0.0286 - acc: 0.992 - ETA: 0s - loss: 0.0285 - acc: 0.992 - ETA: 0s - loss: 0.0288 - acc: 0.9924Epoch 00040: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0287 - acc: 0.9924 - val_loss: 0.9054 - val_acc: 0.8479 Epoch 42/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0124 - acc: 1.000 - ETA: 3s - loss: 0.0658 - acc: 0.990 - ETA: 4s - loss: 0.0369 - acc: 0.994 - ETA: 4s - loss: 0.0259 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0156 - acc: 0.995 - ETA: 3s - loss: 0.0163 - acc: 0.995 - ETA: 3s - loss: 0.0160 - acc: 0.994 - ETA: 3s - loss: 0.0159 - acc: 0.994 - ETA: 3s - loss: 0.0160 - acc: 0.994 - ETA: 3s - loss: 0.0167 - acc: 0.994 - ETA: 3s - loss: 0.0162 - acc: 0.994 - ETA: 3s - loss: 0.0160 - acc: 0.994 - ETA: 3s - loss: 0.0154 - acc: 0.994 - ETA: 3s - loss: 0.0148 - acc: 0.995 - ETA: 3s - loss: 0.0150 - acc: 0.994 - ETA: 3s - loss: 0.0149 - acc: 0.994 - ETA: 3s - loss: 0.0145 - acc: 0.994 - ETA: 3s - loss: 0.0146 - acc: 0.994 - ETA: 2s - loss: 0.0141 - acc: 0.994 - ETA: 2s - loss: 0.0137 - acc: 0.994 - ETA: 2s - loss: 0.0134 - acc: 0.995 - ETA: 2s - loss: 0.0227 - acc: 0.994 - ETA: 2s - loss: 0.0221 - acc: 0.994 - ETA: 2s - loss: 0.0235 - acc: 0.994 - ETA: 2s - loss: 0.0232 - acc: 0.993 - ETA: 2s - loss: 0.0228 - acc: 0.994 - ETA: 2s - loss: 0.0225 - acc: 0.993 - ETA: 2s - loss: 0.0225 - acc: 0.993 - ETA: 2s - loss: 0.0220 - acc: 0.993 - ETA: 2s - loss: 0.0233 - acc: 0.993 - ETA: 2s - loss: 0.0228 - acc: 0.993 - ETA: 2s - loss: 0.0223 - acc: 0.993 - ETA: 2s - loss: 0.0218 - acc: 0.993 - ETA: 2s - loss: 0.0213 - acc: 0.993 - ETA: 2s - loss: 0.0216 - acc: 0.993 - ETA: 2s - loss: 0.0215 - acc: 0.993 - ETA: 2s - loss: 0.0211 - acc: 0.993 - ETA: 1s - loss: 0.0212 - acc: 0.993 - ETA: 1s - loss: 0.0219 - acc: 0.993 - ETA: 1s - loss: 0.0216 - acc: 0.993 - ETA: 1s - loss: 0.0214 - acc: 0.993 - ETA: 1s - loss: 0.0215 - acc: 0.992 - ETA: 1s - loss: 0.0213 - acc: 0.993 - ETA: 1s - loss: 0.0210 - acc: 0.993 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0209 - acc: 0.993 - ETA: 1s - loss: 0.0206 - acc: 0.993 - ETA: 1s - loss: 0.0203 - acc: 0.993 - ETA: 1s - loss: 0.0202 - acc: 0.993 - ETA: 1s - loss: 0.0206 - acc: 0.993 - ETA: 1s - loss: 0.0204 - acc: 0.993 - ETA: 1s - loss: 0.0201 - acc: 0.993 - ETA: 1s - loss: 0.0230 - acc: 0.993 - ETA: 1s - loss: 0.0241 - acc: 0.993 - ETA: 0s - loss: 0.0250 - acc: 0.992 - ETA: 0s - loss: 0.0255 - acc: 0.992 - ETA: 0s - loss: 0.0253 - acc: 0.992 - ETA: 0s - loss: 0.0251 - acc: 0.992 - ETA: 0s - loss: 0.0249 - acc: 0.993 - ETA: 0s - loss: 0.0246 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0241 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0241 - acc: 0.993 - ETA: 0s - loss: 0.0265 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0258 - acc: 0.993 - ETA: 0s - loss: 0.0259 - acc: 0.993 - ETA: 0s - loss: 0.0263 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0273 - acc: 0.992 - ETA: 0s - loss: 0.0271 - acc: 0.9928Epoch 00041: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0277 - acc: 0.9927 - val_loss: 0.8968 - val_acc: 0.8491 Epoch 43/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0330 - acc: 1.000 - ETA: 3s - loss: 0.0128 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 1.000 - ETA: 3s - loss: 0.0053 - acc: 1.000 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.996 - ETA: 3s - loss: 0.0083 - acc: 0.996 - ETA: 3s - loss: 0.0121 - acc: 0.993 - ETA: 3s - loss: 0.0128 - acc: 0.993 - ETA: 3s - loss: 0.0144 - acc: 0.992 - ETA: 3s - loss: 0.0142 - acc: 0.993 - ETA: 3s - loss: 0.0135 - acc: 0.993 - ETA: 3s - loss: 0.0127 - acc: 0.993 - ETA: 3s - loss: 0.0121 - acc: 0.994 - ETA: 3s - loss: 0.0115 - acc: 0.994 - ETA: 3s - loss: 0.0110 - acc: 0.994 - ETA: 3s - loss: 0.0125 - acc: 0.994 - ETA: 3s - loss: 0.0120 - acc: 0.994 - ETA: 3s - loss: 0.0126 - acc: 0.994 - ETA: 3s - loss: 0.0129 - acc: 0.994 - ETA: 3s - loss: 0.0128 - acc: 0.994 - ETA: 3s - loss: 0.0124 - acc: 0.994 - ETA: 3s - loss: 0.0123 - acc: 0.994 - ETA: 3s - loss: 0.0121 - acc: 0.995 - ETA: 3s - loss: 0.0117 - acc: 0.995 - ETA: 2s - loss: 0.0130 - acc: 0.994 - ETA: 2s - loss: 0.0129 - acc: 0.995 - ETA: 2s - loss: 0.0152 - acc: 0.994 - ETA: 2s - loss: 0.0210 - acc: 0.994 - ETA: 2s - loss: 0.0210 - acc: 0.994 - ETA: 2s - loss: 0.0207 - acc: 0.993 - ETA: 2s - loss: 0.0203 - acc: 0.994 - ETA: 2s - loss: 0.0198 - acc: 0.994 - ETA: 2s - loss: 0.0193 - acc: 0.994 - ETA: 2s - loss: 0.0192 - acc: 0.994 - ETA: 2s - loss: 0.0188 - acc: 0.994 - ETA: 2s - loss: 0.0234 - acc: 0.994 - ETA: 2s - loss: 0.0237 - acc: 0.994 - ETA: 2s - loss: 0.0242 - acc: 0.993 - ETA: 2s - loss: 0.0242 - acc: 0.993 - ETA: 2s - loss: 0.0239 - acc: 0.993 - ETA: 2s - loss: 0.0235 - acc: 0.993 - ETA: 2s - loss: 0.0242 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.993 - ETA: 1s - loss: 0.0249 - acc: 0.993 - ETA: 1s - loss: 0.0246 - acc: 0.993 - ETA: 1s - loss: 0.0246 - acc: 0.993 - ETA: 1s - loss: 0.0245 - acc: 0.993 - ETA: 1s - loss: 0.0241 - acc: 0.993 - ETA: 1s - loss: 0.0237 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.993 - ETA: 1s - loss: 0.0234 - acc: 0.993 - ETA: 1s - loss: 0.0230 - acc: 0.993 - ETA: 1s - loss: 0.0227 - acc: 0.993 - ETA: 1s - loss: 0.0226 - acc: 0.993 - ETA: 1s - loss: 0.0225 - acc: 0.993 - ETA: 1s - loss: 0.0256 - acc: 0.993 - ETA: 1s - loss: 0.0268 - acc: 0.993 - ETA: 1s - loss: 0.0271 - acc: 0.993 - ETA: 1s - loss: 0.0270 - acc: 0.993 - ETA: 1s - loss: 0.0267 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0263 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0256 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.993 - ETA: 0s - loss: 0.0250 - acc: 0.993 - ETA: 0s - loss: 0.0259 - acc: 0.993 - ETA: 0s - loss: 0.0257 - acc: 0.993 - ETA: 0s - loss: 0.0254 - acc: 0.993 - ETA: 0s - loss: 0.0266 - acc: 0.993 - ETA: 0s - loss: 0.0263 - acc: 0.993 - ETA: 0s - loss: 0.0265 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0259 - acc: 0.993 - ETA: 0s - loss: 0.0263 - acc: 0.993 - ETA: 0s - loss: 0.0264 - acc: 0.992 - ETA: 0s - loss: 0.0261 - acc: 0.9930Epoch 00042: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0264 - acc: 0.9930 - val_loss: 0.9740 - val_acc: 0.8455 Epoch 44/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0567 - acc: 0.950 - ETA: 4s - loss: 0.0136 - acc: 0.990 - ETA: 4s - loss: 0.0345 - acc: 0.983 - ETA: 4s - loss: 0.0266 - acc: 0.988 - ETA: 4s - loss: 0.0303 - acc: 0.982 - ETA: 4s - loss: 0.0297 - acc: 0.983 - ETA: 4s - loss: 0.0255 - acc: 0.986 - ETA: 4s - loss: 0.0221 - acc: 0.987 - ETA: 4s - loss: 0.0203 - acc: 0.989 - ETA: 4s - loss: 0.0182 - acc: 0.990 - ETA: 4s - loss: 0.0165 - acc: 0.991 - ETA: 3s - loss: 0.0155 - acc: 0.992 - ETA: 3s - loss: 0.0148 - acc: 0.992 - ETA: 3s - loss: 0.0141 - acc: 0.993 - ETA: 3s - loss: 0.0146 - acc: 0.993 - ETA: 3s - loss: 0.0141 - acc: 0.993 - ETA: 3s - loss: 0.0133 - acc: 0.993 - ETA: 3s - loss: 0.0128 - acc: 0.994 - ETA: 3s - loss: 0.0122 - acc: 0.994 - ETA: 3s - loss: 0.0135 - acc: 0.993 - ETA: 3s - loss: 0.0160 - acc: 0.993 - ETA: 3s - loss: 0.0164 - acc: 0.992 - ETA: 3s - loss: 0.0157 - acc: 0.993 - ETA: 3s - loss: 0.0151 - acc: 0.993 - ETA: 3s - loss: 0.0146 - acc: 0.993 - ETA: 3s - loss: 0.0150 - acc: 0.993 - ETA: 3s - loss: 0.0157 - acc: 0.993 - ETA: 3s - loss: 0.0153 - acc: 0.993 - ETA: 3s - loss: 0.0227 - acc: 0.992 - ETA: 2s - loss: 0.0222 - acc: 0.993 - ETA: 2s - loss: 0.0229 - acc: 0.993 - ETA: 2s - loss: 0.0222 - acc: 0.993 - ETA: 2s - loss: 0.0216 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0221 - acc: 0.993 - ETA: 2s - loss: 0.0224 - acc: 0.992 - ETA: 2s - loss: 0.0219 - acc: 0.993 - ETA: 2s - loss: 0.0229 - acc: 0.993 - ETA: 2s - loss: 0.0227 - acc: 0.992 - ETA: 2s - loss: 0.0222 - acc: 0.993 - ETA: 2s - loss: 0.0217 - acc: 0.993 - ETA: 2s - loss: 0.0212 - acc: 0.993 - ETA: 2s - loss: 0.0208 - acc: 0.993 - ETA: 2s - loss: 0.0203 - acc: 0.993 - ETA: 2s - loss: 0.0206 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0205 - acc: 0.993 - ETA: 2s - loss: 0.0208 - acc: 0.993 - ETA: 1s - loss: 0.0204 - acc: 0.993 - ETA: 1s - loss: 0.0212 - acc: 0.993 - ETA: 1s - loss: 0.0208 - acc: 0.993 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0209 - acc: 0.993 - ETA: 1s - loss: 0.0209 - acc: 0.993 - ETA: 1s - loss: 0.0206 - acc: 0.993 - ETA: 1s - loss: 0.0203 - acc: 0.993 - ETA: 1s - loss: 0.0204 - acc: 0.993 - ETA: 1s - loss: 0.0239 - acc: 0.993 - ETA: 1s - loss: 0.0237 - acc: 0.993 - ETA: 1s - loss: 0.0233 - acc: 0.993 - ETA: 1s - loss: 0.0245 - acc: 0.993 - ETA: 1s - loss: 0.0241 - acc: 0.993 - ETA: 1s - loss: 0.0237 - acc: 0.993 - ETA: 1s - loss: 0.0241 - acc: 0.993 - ETA: 1s - loss: 0.0240 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.993 - ETA: 0s - loss: 0.0239 - acc: 0.993 - ETA: 0s - loss: 0.0266 - acc: 0.992 - ETA: 0s - loss: 0.0271 - acc: 0.992 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0268 - acc: 0.992 - ETA: 0s - loss: 0.0266 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0264 - acc: 0.993 - ETA: 0s - loss: 0.0261 - acc: 0.993 - ETA: 0s - loss: 0.0258 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0271 - acc: 0.993 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0267 - acc: 0.993 - ETA: 0s - loss: 0.0264 - acc: 0.993 - ETA: 0s - loss: 0.0262 - acc: 0.993 - ETA: 0s - loss: 0.0259 - acc: 0.9932Epoch 00043: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0258 - acc: 0.9933 - val_loss: 0.9199 - val_acc: 0.8563 Epoch 45/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0198 - acc: 0.991 - ETA: 3s - loss: 0.0126 - acc: 0.995 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 4s - loss: 0.0142 - acc: 0.991 - ETA: 4s - loss: 0.0118 - acc: 0.993 - ETA: 4s - loss: 0.0120 - acc: 0.992 - ETA: 3s - loss: 0.0106 - acc: 0.993 - ETA: 3s - loss: 0.0094 - acc: 0.994 - ETA: 3s - loss: 0.0085 - acc: 0.994 - ETA: 3s - loss: 0.0087 - acc: 0.995 - ETA: 3s - loss: 0.0095 - acc: 0.994 - ETA: 3s - loss: 0.0101 - acc: 0.994 - ETA: 3s - loss: 0.0095 - acc: 0.994 - ETA: 3s - loss: 0.0250 - acc: 0.992 - ETA: 3s - loss: 0.0234 - acc: 0.992 - ETA: 3s - loss: 0.0343 - acc: 0.992 - ETA: 3s - loss: 0.0375 - acc: 0.991 - ETA: 3s - loss: 0.0356 - acc: 0.991 - ETA: 3s - loss: 0.0338 - acc: 0.992 - ETA: 3s - loss: 0.0323 - acc: 0.992 - ETA: 3s - loss: 0.0309 - acc: 0.993 - ETA: 3s - loss: 0.0297 - acc: 0.993 - ETA: 3s - loss: 0.0289 - acc: 0.993 - ETA: 3s - loss: 0.0369 - acc: 0.992 - ETA: 3s - loss: 0.0358 - acc: 0.993 - ETA: 3s - loss: 0.0368 - acc: 0.992 - ETA: 3s - loss: 0.0360 - acc: 0.992 - ETA: 2s - loss: 0.0350 - acc: 0.993 - ETA: 2s - loss: 0.0341 - acc: 0.993 - ETA: 2s - loss: 0.0330 - acc: 0.993 - ETA: 2s - loss: 0.0336 - acc: 0.993 - ETA: 2s - loss: 0.0326 - acc: 0.993 - ETA: 2s - loss: 0.0334 - acc: 0.992 - ETA: 2s - loss: 0.0326 - acc: 0.993 - ETA: 2s - loss: 0.0319 - acc: 0.993 - ETA: 2s - loss: 0.0316 - acc: 0.993 - ETA: 2s - loss: 0.0319 - acc: 0.992 - ETA: 2s - loss: 0.0332 - acc: 0.992 - ETA: 2s - loss: 0.0324 - acc: 0.992 - ETA: 2s - loss: 0.0318 - acc: 0.992 - ETA: 2s - loss: 0.0311 - acc: 0.993 - ETA: 2s - loss: 0.0315 - acc: 0.992 - ETA: 2s - loss: 0.0316 - acc: 0.992 - ETA: 2s - loss: 0.0311 - acc: 0.992 - ETA: 2s - loss: 0.0305 - acc: 0.992 - ETA: 2s - loss: 0.0299 - acc: 0.993 - ETA: 1s - loss: 0.0308 - acc: 0.992 - ETA: 1s - loss: 0.0302 - acc: 0.992 - ETA: 1s - loss: 0.0296 - acc: 0.992 - ETA: 1s - loss: 0.0305 - acc: 0.992 - ETA: 1s - loss: 0.0312 - acc: 0.992 - ETA: 1s - loss: 0.0308 - acc: 0.992 - ETA: 1s - loss: 0.0303 - acc: 0.992 - ETA: 1s - loss: 0.0297 - acc: 0.992 - ETA: 1s - loss: 0.0292 - acc: 0.992 - ETA: 1s - loss: 0.0288 - acc: 0.992 - ETA: 1s - loss: 0.0286 - acc: 0.992 - ETA: 1s - loss: 0.0284 - acc: 0.992 - ETA: 1s - loss: 0.0289 - acc: 0.992 - ETA: 1s - loss: 0.0289 - acc: 0.992 - ETA: 1s - loss: 0.0287 - acc: 0.992 - ETA: 1s - loss: 0.0288 - acc: 0.992 - ETA: 1s - loss: 0.0285 - acc: 0.992 - ETA: 1s - loss: 0.0281 - acc: 0.992 - ETA: 0s - loss: 0.0279 - acc: 0.992 - ETA: 0s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0269 - acc: 0.992 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0266 - acc: 0.992 - ETA: 0s - loss: 0.0263 - acc: 0.992 - ETA: 0s - loss: 0.0259 - acc: 0.992 - ETA: 0s - loss: 0.0256 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.992 - ETA: 0s - loss: 0.0258 - acc: 0.992 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.993 - ETA: 0s - loss: 0.0250 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0252 - acc: 0.993 - ETA: 0s - loss: 0.0250 - acc: 0.993 - ETA: 0s - loss: 0.0249 - acc: 0.9932Epoch 00044: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0247 - acc: 0.9933 - val_loss: 0.9319 - val_acc: 0.8515 Epoch 46/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.4726e-05 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.0000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0107 - acc: 0.996 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.995 - ETA: 3s - loss: 0.0127 - acc: 0.994 - ETA: 3s - loss: 0.0111 - acc: 0.995 - ETA: 3s - loss: 0.0112 - acc: 0.994 - ETA: 3s - loss: 0.0100 - acc: 0.994 - ETA: 3s - loss: 0.0091 - acc: 0.995 - ETA: 3s - loss: 0.0084 - acc: 0.995 - ETA: 3s - loss: 0.0077 - acc: 0.996 - ETA: 3s - loss: 0.0080 - acc: 0.996 - ETA: 3s - loss: 0.0076 - acc: 0.996 - ETA: 3s - loss: 0.0073 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.995 - ETA: 3s - loss: 0.0201 - acc: 0.995 - ETA: 3s - loss: 0.0195 - acc: 0.995 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0174 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0164 - acc: 0.996 - ETA: 3s - loss: 0.0157 - acc: 0.996 - ETA: 3s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.996 - ETA: 3s - loss: 0.0155 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.995 - ETA: 2s - loss: 0.0156 - acc: 0.995 - ETA: 2s - loss: 0.0157 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0149 - acc: 0.995 - ETA: 2s - loss: 0.0164 - acc: 0.995 - ETA: 2s - loss: 0.0159 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0152 - acc: 0.995 - ETA: 2s - loss: 0.0149 - acc: 0.995 - ETA: 2s - loss: 0.0147 - acc: 0.995 - ETA: 2s - loss: 0.0149 - acc: 0.995 - ETA: 2s - loss: 0.0146 - acc: 0.995 - ETA: 2s - loss: 0.0144 - acc: 0.995 - ETA: 2s - loss: 0.0151 - acc: 0.995 - ETA: 2s - loss: 0.0150 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0160 - acc: 0.995 - ETA: 1s - loss: 0.0157 - acc: 0.995 - ETA: 1s - loss: 0.0158 - acc: 0.994 - ETA: 1s - loss: 0.0155 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0159 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0166 - acc: 0.994 - ETA: 1s - loss: 0.0167 - acc: 0.994 - ETA: 1s - loss: 0.0169 - acc: 0.994 - ETA: 1s - loss: 0.0173 - acc: 0.994 - ETA: 1s - loss: 0.0170 - acc: 0.994 - ETA: 1s - loss: 0.0178 - acc: 0.993 - ETA: 1s - loss: 0.0176 - acc: 0.993 - ETA: 1s - loss: 0.0173 - acc: 0.994 - ETA: 1s - loss: 0.0173 - acc: 0.994 - ETA: 1s - loss: 0.0171 - acc: 0.994 - ETA: 1s - loss: 0.0200 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.993 - ETA: 0s - loss: 0.0211 - acc: 0.993 - ETA: 0s - loss: 0.0208 - acc: 0.993 - ETA: 0s - loss: 0.0205 - acc: 0.993 - ETA: 0s - loss: 0.0207 - acc: 0.993 - ETA: 0s - loss: 0.0213 - acc: 0.993 - ETA: 0s - loss: 0.0211 - acc: 0.993 - ETA: 0s - loss: 0.0209 - acc: 0.993 - ETA: 0s - loss: 0.0235 - acc: 0.993 - ETA: 0s - loss: 0.0246 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0240 - acc: 0.993 - ETA: 0s - loss: 0.0240 - acc: 0.993 - ETA: 0s - loss: 0.0239 - acc: 0.993 - ETA: 0s - loss: 0.0236 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.9936Epoch 00045: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0241 - acc: 0.9934 - val_loss: 0.9332 - val_acc: 0.8479 Epoch 47/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.994 - ETA: 4s - loss: 0.0131 - acc: 0.992 - ETA: 4s - loss: 0.0119 - acc: 0.994 - ETA: 4s - loss: 0.0106 - acc: 0.995 - ETA: 4s - loss: 0.0104 - acc: 0.996 - ETA: 4s - loss: 0.0103 - acc: 0.994 - ETA: 4s - loss: 0.0092 - acc: 0.995 - ETA: 4s - loss: 0.0083 - acc: 0.995 - ETA: 4s - loss: 0.0139 - acc: 0.993 - ETA: 4s - loss: 0.0129 - acc: 0.994 - ETA: 3s - loss: 0.0120 - acc: 0.994 - ETA: 3s - loss: 0.0117 - acc: 0.995 - ETA: 3s - loss: 0.0157 - acc: 0.992 - ETA: 3s - loss: 0.0169 - acc: 0.991 - ETA: 3s - loss: 0.0167 - acc: 0.991 - ETA: 3s - loss: 0.0158 - acc: 0.992 - ETA: 3s - loss: 0.0151 - acc: 0.992 - ETA: 3s - loss: 0.0159 - acc: 0.992 - ETA: 3s - loss: 0.0171 - acc: 0.991 - ETA: 3s - loss: 0.0164 - acc: 0.991 - ETA: 3s - loss: 0.0158 - acc: 0.992 - ETA: 3s - loss: 0.0154 - acc: 0.992 - ETA: 3s - loss: 0.0163 - acc: 0.992 - ETA: 3s - loss: 0.0157 - acc: 0.992 - ETA: 3s - loss: 0.0154 - acc: 0.992 - ETA: 3s - loss: 0.0149 - acc: 0.993 - ETA: 3s - loss: 0.0154 - acc: 0.992 - ETA: 3s - loss: 0.0290 - acc: 0.991 - ETA: 2s - loss: 0.0287 - acc: 0.992 - ETA: 2s - loss: 0.0279 - acc: 0.992 - ETA: 2s - loss: 0.0280 - acc: 0.992 - ETA: 2s - loss: 0.0273 - acc: 0.992 - ETA: 2s - loss: 0.0265 - acc: 0.992 - ETA: 2s - loss: 0.0259 - acc: 0.992 - ETA: 2s - loss: 0.0252 - acc: 0.993 - ETA: 2s - loss: 0.0246 - acc: 0.993 - ETA: 2s - loss: 0.0250 - acc: 0.993 - ETA: 2s - loss: 0.0244 - acc: 0.993 - ETA: 2s - loss: 0.0244 - acc: 0.993 - ETA: 2s - loss: 0.0247 - acc: 0.993 - ETA: 2s - loss: 0.0241 - acc: 0.993 - ETA: 2s - loss: 0.0237 - acc: 0.993 - ETA: 2s - loss: 0.0236 - acc: 0.993 - ETA: 2s - loss: 0.0231 - acc: 0.993 - ETA: 2s - loss: 0.0226 - acc: 0.993 - ETA: 2s - loss: 0.0223 - acc: 0.993 - ETA: 1s - loss: 0.0227 - acc: 0.993 - ETA: 1s - loss: 0.0227 - acc: 0.993 - ETA: 1s - loss: 0.0222 - acc: 0.993 - ETA: 1s - loss: 0.0218 - acc: 0.993 - ETA: 1s - loss: 0.0214 - acc: 0.993 - ETA: 1s - loss: 0.0211 - acc: 0.993 - ETA: 1s - loss: 0.0208 - acc: 0.994 - ETA: 1s - loss: 0.0206 - acc: 0.994 - ETA: 1s - loss: 0.0211 - acc: 0.994 - ETA: 1s - loss: 0.0212 - acc: 0.993 - ETA: 1s - loss: 0.0244 - acc: 0.993 - ETA: 1s - loss: 0.0246 - acc: 0.993 - ETA: 1s - loss: 0.0242 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.993 - ETA: 1s - loss: 0.0236 - acc: 0.994 - ETA: 1s - loss: 0.0237 - acc: 0.993 - ETA: 1s - loss: 0.0233 - acc: 0.994 - ETA: 1s - loss: 0.0231 - acc: 0.993 - ETA: 0s - loss: 0.0229 - acc: 0.994 - ETA: 0s - loss: 0.0225 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0220 - acc: 0.994 - ETA: 0s - loss: 0.0230 - acc: 0.994 - ETA: 0s - loss: 0.0228 - acc: 0.994 - ETA: 0s - loss: 0.0226 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0221 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0216 - acc: 0.994 - ETA: 0s - loss: 0.0213 - acc: 0.994 - ETA: 0s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0227 - acc: 0.994 - ETA: 0s - loss: 0.0225 - acc: 0.994 - ETA: 0s - loss: 0.0224 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.9941Epoch 00046: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0222 - acc: 0.9942 - val_loss: 0.9831 - val_acc: 0.8503 Epoch 48/2000 6660/6680 [============================>.] - ETA: 4s - loss: 5.1436e-04 - acc: 1.000 - ETA: 4s - loss: 1.9562e-04 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9944 - ETA: 4s - loss: 0.0160 - acc: 0.992 - ETA: 4s - loss: 0.0124 - acc: 0.994 - ETA: 4s - loss: 0.0103 - acc: 0.995 - ETA: 4s - loss: 0.0092 - acc: 0.996 - ETA: 4s - loss: 0.0087 - acc: 0.996 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.996 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 3s - loss: 0.0095 - acc: 0.996 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 3s - loss: 0.0100 - acc: 0.996 - ETA: 3s - loss: 0.0102 - acc: 0.996 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 3s - loss: 0.0095 - acc: 0.996 - ETA: 2s - loss: 0.0096 - acc: 0.996 - ETA: 2s - loss: 0.0094 - acc: 0.996 - ETA: 2s - loss: 0.0107 - acc: 0.996 - ETA: 2s - loss: 0.0108 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.994 - ETA: 2s - loss: 0.0191 - acc: 0.994 - ETA: 2s - loss: 0.0186 - acc: 0.994 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.994 - ETA: 2s - loss: 0.0171 - acc: 0.995 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0166 - acc: 0.995 - ETA: 2s - loss: 0.0174 - acc: 0.994 - ETA: 2s - loss: 0.0177 - acc: 0.994 - ETA: 2s - loss: 0.0175 - acc: 0.994 - ETA: 2s - loss: 0.0180 - acc: 0.994 - ETA: 2s - loss: 0.0180 - acc: 0.994 - ETA: 1s - loss: 0.0183 - acc: 0.994 - ETA: 1s - loss: 0.0180 - acc: 0.994 - ETA: 1s - loss: 0.0176 - acc: 0.994 - ETA: 1s - loss: 0.0173 - acc: 0.994 - ETA: 1s - loss: 0.0182 - acc: 0.994 - ETA: 1s - loss: 0.0179 - acc: 0.994 - ETA: 1s - loss: 0.0176 - acc: 0.994 - ETA: 1s - loss: 0.0174 - acc: 0.994 - ETA: 1s - loss: 0.0174 - acc: 0.994 - ETA: 1s - loss: 0.0177 - acc: 0.994 - ETA: 1s - loss: 0.0179 - acc: 0.994 - ETA: 1s - loss: 0.0185 - acc: 0.993 - ETA: 1s - loss: 0.0183 - acc: 0.994 - ETA: 1s - loss: 0.0182 - acc: 0.993 - ETA: 1s - loss: 0.0192 - acc: 0.993 - ETA: 1s - loss: 0.0189 - acc: 0.993 - ETA: 1s - loss: 0.0189 - acc: 0.993 - ETA: 1s - loss: 0.0187 - acc: 0.993 - ETA: 0s - loss: 0.0184 - acc: 0.994 - ETA: 0s - loss: 0.0182 - acc: 0.994 - ETA: 0s - loss: 0.0185 - acc: 0.994 - ETA: 0s - loss: 0.0184 - acc: 0.994 - ETA: 0s - loss: 0.0182 - acc: 0.994 - ETA: 0s - loss: 0.0181 - acc: 0.994 - ETA: 0s - loss: 0.0180 - acc: 0.993 - ETA: 0s - loss: 0.0205 - acc: 0.993 - ETA: 0s - loss: 0.0210 - acc: 0.993 - ETA: 0s - loss: 0.0212 - acc: 0.993 - ETA: 0s - loss: 0.0210 - acc: 0.993 - ETA: 0s - loss: 0.0208 - acc: 0.993 - ETA: 0s - loss: 0.0231 - acc: 0.993 - ETA: 0s - loss: 0.0228 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0231 - acc: 0.993 - ETA: 0s - loss: 0.0229 - acc: 0.993 - ETA: 0s - loss: 0.0228 - acc: 0.9938Epoch 00047: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0239 - acc: 0.9937 - val_loss: 0.9625 - val_acc: 0.8467 Epoch 49/2000 6600/6680 [============================>.] - ETA: 0s - loss: 2.3293e-05 - acc: 1.000 - ETA: 3s - loss: 5.1936e-04 - acc: 1.000 - ETA: 3s - loss: 0.0065 - acc: 0.9950 - ETA: 3s - loss: 0.0198 - acc: 0.985 - ETA: 3s - loss: 0.0191 - acc: 0.986 - ETA: 3s - loss: 0.0167 - acc: 0.988 - ETA: 3s - loss: 0.0146 - acc: 0.990 - ETA: 3s - loss: 0.0149 - acc: 0.990 - ETA: 3s - loss: 0.0133 - acc: 0.991 - ETA: 3s - loss: 0.0209 - acc: 0.990 - ETA: 3s - loss: 0.0190 - acc: 0.991 - ETA: 3s - loss: 0.0177 - acc: 0.992 - ETA: 3s - loss: 0.0164 - acc: 0.993 - ETA: 3s - loss: 0.0152 - acc: 0.993 - ETA: 3s - loss: 0.0148 - acc: 0.994 - ETA: 3s - loss: 0.0268 - acc: 0.993 - ETA: 3s - loss: 0.0254 - acc: 0.993 - ETA: 3s - loss: 0.0241 - acc: 0.994 - ETA: 3s - loss: 0.0228 - acc: 0.994 - ETA: 3s - loss: 0.0258 - acc: 0.993 - ETA: 3s - loss: 0.0246 - acc: 0.993 - ETA: 3s - loss: 0.0235 - acc: 0.994 - ETA: 3s - loss: 0.0226 - acc: 0.994 - ETA: 3s - loss: 0.0217 - acc: 0.994 - ETA: 3s - loss: 0.0219 - acc: 0.994 - ETA: 3s - loss: 0.0211 - acc: 0.994 - ETA: 3s - loss: 0.0206 - acc: 0.994 - ETA: 3s - loss: 0.0200 - acc: 0.995 - ETA: 2s - loss: 0.0203 - acc: 0.994 - ETA: 2s - loss: 0.0196 - acc: 0.994 - ETA: 2s - loss: 0.0198 - acc: 0.994 - ETA: 2s - loss: 0.0198 - acc: 0.994 - ETA: 2s - loss: 0.0195 - acc: 0.994 - ETA: 2s - loss: 0.0196 - acc: 0.994 - ETA: 2s - loss: 0.0192 - acc: 0.994 - ETA: 2s - loss: 0.0257 - acc: 0.994 - ETA: 2s - loss: 0.0255 - acc: 0.993 - ETA: 2s - loss: 0.0250 - acc: 0.994 - ETA: 2s - loss: 0.0305 - acc: 0.993 - ETA: 2s - loss: 0.0299 - acc: 0.993 - ETA: 2s - loss: 0.0294 - acc: 0.993 - ETA: 2s - loss: 0.0287 - acc: 0.994 - ETA: 2s - loss: 0.0284 - acc: 0.993 - ETA: 2s - loss: 0.0281 - acc: 0.993 - ETA: 2s - loss: 0.0280 - acc: 0.993 - ETA: 2s - loss: 0.0274 - acc: 0.993 - ETA: 2s - loss: 0.0274 - acc: 0.993 - ETA: 1s - loss: 0.0276 - acc: 0.993 - ETA: 1s - loss: 0.0272 - acc: 0.993 - ETA: 1s - loss: 0.0267 - acc: 0.993 - ETA: 1s - loss: 0.0262 - acc: 0.993 - ETA: 1s - loss: 0.0257 - acc: 0.993 - ETA: 1s - loss: 0.0264 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.993 - ETA: 1s - loss: 0.0255 - acc: 0.993 - ETA: 1s - loss: 0.0251 - acc: 0.993 - ETA: 1s - loss: 0.0248 - acc: 0.994 - ETA: 1s - loss: 0.0252 - acc: 0.993 - ETA: 1s - loss: 0.0250 - acc: 0.994 - ETA: 1s - loss: 0.0267 - acc: 0.993 - ETA: 1s - loss: 0.0263 - acc: 0.994 - ETA: 1s - loss: 0.0262 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.994 - ETA: 1s - loss: 0.0255 - acc: 0.994 - ETA: 1s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0257 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0252 - acc: 0.993 - ETA: 0s - loss: 0.0248 - acc: 0.994 - ETA: 0s - loss: 0.0246 - acc: 0.993 - ETA: 0s - loss: 0.0244 - acc: 0.994 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0239 - acc: 0.994 - ETA: 0s - loss: 0.0240 - acc: 0.993 - ETA: 0s - loss: 0.0239 - acc: 0.993 - ETA: 0s - loss: 0.0237 - acc: 0.993 - ETA: 0s - loss: 0.0235 - acc: 0.994 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0235 - acc: 0.993 - ETA: 0s - loss: 0.0232 - acc: 0.9935Epoch 00048: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0229 - acc: 0.9936 - val_loss: 0.9954 - val_acc: 0.8587 Epoch 50/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.1663e-04 - acc: 1.000 - ETA: 4s - loss: 8.0496e-04 - acc: 1.000 - ETA: 4s - loss: 0.0309 - acc: 0.9944 - ETA: 4s - loss: 0.0838 - acc: 0.992 - ETA: 4s - loss: 0.0642 - acc: 0.994 - ETA: 4s - loss: 0.0521 - acc: 0.995 - ETA: 4s - loss: 0.0767 - acc: 0.994 - ETA: 4s - loss: 0.0663 - acc: 0.994 - ETA: 4s - loss: 0.0604 - acc: 0.993 - ETA: 4s - loss: 0.0549 - acc: 0.994 - ETA: 3s - loss: 0.0496 - acc: 0.995 - ETA: 3s - loss: 0.0456 - acc: 0.995 - ETA: 3s - loss: 0.0420 - acc: 0.995 - ETA: 3s - loss: 0.0392 - acc: 0.996 - ETA: 3s - loss: 0.0371 - acc: 0.996 - ETA: 3s - loss: 0.0349 - acc: 0.996 - ETA: 3s - loss: 0.0329 - acc: 0.996 - ETA: 3s - loss: 0.0311 - acc: 0.997 - ETA: 3s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0316 - acc: 0.996 - ETA: 3s - loss: 0.0311 - acc: 0.995 - ETA: 3s - loss: 0.0297 - acc: 0.995 - ETA: 3s - loss: 0.0285 - acc: 0.995 - ETA: 3s - loss: 0.0359 - acc: 0.995 - ETA: 3s - loss: 0.0357 - acc: 0.994 - ETA: 3s - loss: 0.0344 - acc: 0.995 - ETA: 3s - loss: 0.0337 - acc: 0.994 - ETA: 3s - loss: 0.0327 - acc: 0.995 - ETA: 3s - loss: 0.0316 - acc: 0.995 - ETA: 3s - loss: 0.0315 - acc: 0.994 - ETA: 2s - loss: 0.0306 - acc: 0.995 - ETA: 2s - loss: 0.0302 - acc: 0.994 - ETA: 2s - loss: 0.0294 - acc: 0.995 - ETA: 2s - loss: 0.0287 - acc: 0.995 - ETA: 2s - loss: 0.0280 - acc: 0.995 - ETA: 2s - loss: 0.0280 - acc: 0.994 - ETA: 2s - loss: 0.0273 - acc: 0.994 - ETA: 2s - loss: 0.0266 - acc: 0.995 - ETA: 2s - loss: 0.0259 - acc: 0.995 - ETA: 2s - loss: 0.0253 - acc: 0.995 - ETA: 2s - loss: 0.0256 - acc: 0.995 - ETA: 2s - loss: 0.0250 - acc: 0.995 - ETA: 2s - loss: 0.0249 - acc: 0.995 - ETA: 2s - loss: 0.0249 - acc: 0.994 - ETA: 2s - loss: 0.0244 - acc: 0.994 - ETA: 2s - loss: 0.0242 - acc: 0.994 - ETA: 2s - loss: 0.0237 - acc: 0.994 - ETA: 2s - loss: 0.0243 - acc: 0.994 - ETA: 1s - loss: 0.0258 - acc: 0.994 - ETA: 1s - loss: 0.0258 - acc: 0.994 - ETA: 1s - loss: 0.0253 - acc: 0.994 - ETA: 1s - loss: 0.0248 - acc: 0.994 - ETA: 1s - loss: 0.0248 - acc: 0.994 - ETA: 1s - loss: 0.0244 - acc: 0.994 - ETA: 1s - loss: 0.0240 - acc: 0.994 - ETA: 1s - loss: 0.0244 - acc: 0.994 - ETA: 1s - loss: 0.0248 - acc: 0.994 - ETA: 1s - loss: 0.0244 - acc: 0.994 - ETA: 1s - loss: 0.0241 - acc: 0.994 - ETA: 1s - loss: 0.0237 - acc: 0.994 - ETA: 1s - loss: 0.0233 - acc: 0.994 - ETA: 1s - loss: 0.0231 - acc: 0.994 - ETA: 1s - loss: 0.0231 - acc: 0.994 - ETA: 1s - loss: 0.0228 - acc: 0.994 - ETA: 1s - loss: 0.0226 - acc: 0.994 - ETA: 1s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0220 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0216 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0220 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0215 - acc: 0.994 - ETA: 0s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0210 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.994 - ETA: 0s - loss: 0.0209 - acc: 0.994 - ETA: 0s - loss: 0.0214 - acc: 0.994 - ETA: 0s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.9938Epoch 00049: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0221 - acc: 0.9939 - val_loss: 0.9854 - val_acc: 0.8539 Epoch 51/2000 6600/6680 [============================>.] - ETA: 3s - loss: 5.8905e-04 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9900 - ETA: 4s - loss: 0.0065 - acc: 0.994 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.994 - ETA: 4s - loss: 0.0154 - acc: 0.995 - ETA: 4s - loss: 0.0249 - acc: 0.994 - ETA: 4s - loss: 0.0216 - acc: 0.994 - ETA: 4s - loss: 0.0204 - acc: 0.993 - ETA: 4s - loss: 0.0238 - acc: 0.993 - ETA: 3s - loss: 0.0223 - acc: 0.993 - ETA: 3s - loss: 0.0383 - acc: 0.993 - ETA: 3s - loss: 0.0354 - acc: 0.993 - ETA: 3s - loss: 0.0358 - acc: 0.993 - ETA: 3s - loss: 0.0333 - acc: 0.993 - ETA: 3s - loss: 0.0312 - acc: 0.994 - ETA: 3s - loss: 0.0294 - acc: 0.994 - ETA: 3s - loss: 0.0278 - acc: 0.994 - ETA: 3s - loss: 0.0265 - acc: 0.995 - ETA: 3s - loss: 0.0259 - acc: 0.994 - ETA: 3s - loss: 0.0264 - acc: 0.994 - ETA: 3s - loss: 0.0252 - acc: 0.994 - ETA: 3s - loss: 0.0276 - acc: 0.993 - ETA: 3s - loss: 0.0265 - acc: 0.994 - ETA: 3s - loss: 0.0255 - acc: 0.994 - ETA: 3s - loss: 0.0245 - acc: 0.994 - ETA: 3s - loss: 0.0239 - acc: 0.994 - ETA: 3s - loss: 0.0231 - acc: 0.995 - ETA: 3s - loss: 0.0223 - acc: 0.995 - ETA: 2s - loss: 0.0215 - acc: 0.995 - ETA: 2s - loss: 0.0212 - acc: 0.995 - ETA: 2s - loss: 0.0206 - acc: 0.995 - ETA: 2s - loss: 0.0203 - acc: 0.995 - ETA: 2s - loss: 0.0200 - acc: 0.994 - ETA: 2s - loss: 0.0207 - acc: 0.994 - ETA: 2s - loss: 0.0202 - acc: 0.994 - ETA: 2s - loss: 0.0196 - acc: 0.994 - ETA: 2s - loss: 0.0191 - acc: 0.995 - ETA: 2s - loss: 0.0186 - acc: 0.995 - ETA: 2s - loss: 0.0233 - acc: 0.994 - ETA: 2s - loss: 0.0229 - acc: 0.995 - ETA: 2s - loss: 0.0227 - acc: 0.995 - ETA: 2s - loss: 0.0221 - acc: 0.995 - ETA: 2s - loss: 0.0224 - acc: 0.994 - ETA: 2s - loss: 0.0220 - acc: 0.994 - ETA: 2s - loss: 0.0216 - acc: 0.995 - ETA: 2s - loss: 0.0221 - acc: 0.994 - ETA: 2s - loss: 0.0218 - acc: 0.995 - ETA: 1s - loss: 0.0214 - acc: 0.995 - ETA: 1s - loss: 0.0210 - acc: 0.995 - ETA: 1s - loss: 0.0214 - acc: 0.995 - ETA: 1s - loss: 0.0211 - acc: 0.995 - ETA: 1s - loss: 0.0245 - acc: 0.995 - ETA: 1s - loss: 0.0246 - acc: 0.994 - ETA: 1s - loss: 0.0242 - acc: 0.995 - ETA: 1s - loss: 0.0243 - acc: 0.994 - ETA: 1s - loss: 0.0242 - acc: 0.994 - ETA: 1s - loss: 0.0238 - acc: 0.994 - ETA: 1s - loss: 0.0235 - acc: 0.994 - ETA: 1s - loss: 0.0233 - acc: 0.994 - ETA: 1s - loss: 0.0232 - acc: 0.994 - ETA: 1s - loss: 0.0228 - acc: 0.994 - ETA: 1s - loss: 0.0225 - acc: 0.994 - ETA: 1s - loss: 0.0221 - acc: 0.994 - ETA: 1s - loss: 0.0218 - acc: 0.995 - ETA: 1s - loss: 0.0221 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0224 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0225 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0220 - acc: 0.994 - ETA: 0s - loss: 0.0220 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0215 - acc: 0.994 - ETA: 0s - loss: 0.0215 - acc: 0.9947Epoch 00050: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0214 - acc: 0.9946 - val_loss: 1.0039 - val_acc: 0.8419 Epoch 52/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.7774e-04 - acc: 1.000 - ETA: 3s - loss: 5.7139e-04 - acc: 1.000 - ETA: 4s - loss: 7.2906e-04 - acc: 1.000 - ETA: 4s - loss: 8.3767e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.996 - ETA: 3s - loss: 0.0063 - acc: 0.996 - ETA: 3s - loss: 0.0070 - acc: 0.996 - ETA: 3s - loss: 0.0065 - acc: 0.996 - ETA: 3s - loss: 0.0062 - acc: 0.996 - ETA: 3s - loss: 0.0061 - acc: 0.996 - ETA: 3s - loss: 0.0067 - acc: 0.996 - ETA: 3s - loss: 0.0073 - acc: 0.995 - ETA: 3s - loss: 0.0069 - acc: 0.996 - ETA: 3s - loss: 0.0068 - acc: 0.996 - ETA: 3s - loss: 0.0064 - acc: 0.996 - ETA: 3s - loss: 0.0088 - acc: 0.995 - ETA: 3s - loss: 0.0085 - acc: 0.995 - ETA: 3s - loss: 0.0091 - acc: 0.995 - ETA: 3s - loss: 0.0092 - acc: 0.995 - ETA: 3s - loss: 0.0089 - acc: 0.995 - ETA: 3s - loss: 0.0087 - acc: 0.995 - ETA: 3s - loss: 0.0084 - acc: 0.995 - ETA: 2s - loss: 0.0220 - acc: 0.994 - ETA: 2s - loss: 0.0213 - acc: 0.995 - ETA: 2s - loss: 0.0207 - acc: 0.995 - ETA: 2s - loss: 0.0213 - acc: 0.995 - ETA: 2s - loss: 0.0207 - acc: 0.995 - ETA: 2s - loss: 0.0202 - acc: 0.995 - ETA: 2s - loss: 0.0196 - acc: 0.995 - ETA: 2s - loss: 0.0191 - acc: 0.995 - ETA: 2s - loss: 0.0196 - acc: 0.995 - ETA: 2s - loss: 0.0192 - acc: 0.995 - ETA: 2s - loss: 0.0187 - acc: 0.995 - ETA: 2s - loss: 0.0186 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0180 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.995 - ETA: 2s - loss: 0.0176 - acc: 0.995 - ETA: 2s - loss: 0.0172 - acc: 0.995 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0208 - acc: 0.995 - ETA: 1s - loss: 0.0203 - acc: 0.995 - ETA: 1s - loss: 0.0205 - acc: 0.995 - ETA: 1s - loss: 0.0202 - acc: 0.995 - ETA: 1s - loss: 0.0198 - acc: 0.995 - ETA: 1s - loss: 0.0202 - acc: 0.995 - ETA: 1s - loss: 0.0205 - acc: 0.995 - ETA: 1s - loss: 0.0201 - acc: 0.995 - ETA: 1s - loss: 0.0203 - acc: 0.995 - ETA: 1s - loss: 0.0214 - acc: 0.994 - ETA: 1s - loss: 0.0211 - acc: 0.994 - ETA: 1s - loss: 0.0213 - acc: 0.994 - ETA: 1s - loss: 0.0218 - acc: 0.994 - ETA: 1s - loss: 0.0217 - acc: 0.994 - ETA: 1s - loss: 0.0213 - acc: 0.994 - ETA: 1s - loss: 0.0225 - acc: 0.994 - ETA: 1s - loss: 0.0223 - acc: 0.994 - ETA: 1s - loss: 0.0234 - acc: 0.994 - ETA: 0s - loss: 0.0230 - acc: 0.994 - ETA: 0s - loss: 0.0227 - acc: 0.994 - ETA: 0s - loss: 0.0224 - acc: 0.994 - ETA: 0s - loss: 0.0224 - acc: 0.994 - ETA: 0s - loss: 0.0233 - acc: 0.993 - ETA: 0s - loss: 0.0235 - acc: 0.993 - ETA: 0s - loss: 0.0234 - acc: 0.993 - ETA: 0s - loss: 0.0231 - acc: 0.993 - ETA: 0s - loss: 0.0230 - acc: 0.993 - ETA: 0s - loss: 0.0227 - acc: 0.993 - ETA: 0s - loss: 0.0224 - acc: 0.993 - ETA: 0s - loss: 0.0223 - acc: 0.993 - ETA: 0s - loss: 0.0225 - acc: 0.993 - ETA: 0s - loss: 0.0225 - acc: 0.993 - ETA: 0s - loss: 0.0223 - acc: 0.993 - ETA: 0s - loss: 0.0220 - acc: 0.993 - ETA: 0s - loss: 0.0218 - acc: 0.993 - ETA: 0s - loss: 0.0219 - acc: 0.9938Epoch 00051: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0217 - acc: 0.9939 - val_loss: 0.9766 - val_acc: 0.8491 Epoch 53/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.3463e-05 - acc: 1.000 - ETA: 3s - loss: 4.8784e-04 - acc: 1.000 - ETA: 4s - loss: 5.4680e-04 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.996 - ETA: 3s - loss: 0.0096 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.995 - ETA: 3s - loss: 0.0120 - acc: 0.995 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.995 - ETA: 3s - loss: 0.0112 - acc: 0.995 - ETA: 3s - loss: 0.0110 - acc: 0.996 - ETA: 3s - loss: 0.0106 - acc: 0.996 - ETA: 3s - loss: 0.0103 - acc: 0.996 - ETA: 3s - loss: 0.0099 - acc: 0.996 - ETA: 3s - loss: 0.0096 - acc: 0.996 - ETA: 3s - loss: 0.0092 - acc: 0.996 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.996 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0135 - acc: 0.996 - ETA: 2s - loss: 0.0132 - acc: 0.996 - ETA: 1s - loss: 0.0138 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0146 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0143 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0137 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.995 - ETA: 0s - loss: 0.0177 - acc: 0.995 - ETA: 0s - loss: 0.0203 - acc: 0.995 - ETA: 0s - loss: 0.0209 - acc: 0.995 - ETA: 0s - loss: 0.0207 - acc: 0.995 - ETA: 0s - loss: 0.0205 - acc: 0.995 - ETA: 0s - loss: 0.0205 - acc: 0.9953Epoch 00052: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0204 - acc: 0.9954 - val_loss: 1.0304 - val_acc: 0.8491 Epoch 54/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.8064e-04 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 1.0000 - ETA: 3s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.995 - ETA: 3s - loss: 0.0258 - acc: 0.996 - ETA: 3s - loss: 0.0374 - acc: 0.994 - ETA: 3s - loss: 0.0344 - acc: 0.994 - ETA: 3s - loss: 0.0333 - acc: 0.994 - ETA: 3s - loss: 0.0310 - acc: 0.994 - ETA: 3s - loss: 0.0300 - acc: 0.995 - ETA: 3s - loss: 0.0286 - acc: 0.995 - ETA: 3s - loss: 0.0270 - acc: 0.995 - ETA: 3s - loss: 0.0260 - acc: 0.995 - ETA: 3s - loss: 0.0259 - acc: 0.994 - ETA: 3s - loss: 0.0254 - acc: 0.994 - ETA: 3s - loss: 0.0251 - acc: 0.994 - ETA: 3s - loss: 0.0244 - acc: 0.994 - ETA: 3s - loss: 0.0235 - acc: 0.994 - ETA: 3s - loss: 0.0226 - acc: 0.994 - ETA: 3s - loss: 0.0225 - acc: 0.994 - ETA: 3s - loss: 0.0217 - acc: 0.994 - ETA: 3s - loss: 0.0211 - acc: 0.995 - ETA: 3s - loss: 0.0204 - acc: 0.995 - ETA: 2s - loss: 0.0199 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0187 - acc: 0.995 - ETA: 2s - loss: 0.0186 - acc: 0.995 - ETA: 2s - loss: 0.0183 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.995 - ETA: 2s - loss: 0.0173 - acc: 0.995 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0165 - acc: 0.996 - ETA: 2s - loss: 0.0214 - acc: 0.995 - ETA: 2s - loss: 0.0209 - acc: 0.995 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.996 - ETA: 2s - loss: 0.0196 - acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.995 - ETA: 2s - loss: 0.0196 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 1s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0197 - acc: 0.995 - ETA: 1s - loss: 0.0234 - acc: 0.995 - ETA: 1s - loss: 0.0233 - acc: 0.995 - ETA: 1s - loss: 0.0229 - acc: 0.995 - ETA: 1s - loss: 0.0230 - acc: 0.995 - ETA: 1s - loss: 0.0236 - acc: 0.995 - ETA: 1s - loss: 0.0231 - acc: 0.995 - ETA: 1s - loss: 0.0242 - acc: 0.995 - ETA: 1s - loss: 0.0237 - acc: 0.995 - ETA: 1s - loss: 0.0233 - acc: 0.995 - ETA: 1s - loss: 0.0231 - acc: 0.995 - ETA: 1s - loss: 0.0228 - acc: 0.995 - ETA: 1s - loss: 0.0224 - acc: 0.995 - ETA: 1s - loss: 0.0221 - acc: 0.995 - ETA: 1s - loss: 0.0218 - acc: 0.995 - ETA: 1s - loss: 0.0219 - acc: 0.995 - ETA: 1s - loss: 0.0215 - acc: 0.995 - ETA: 1s - loss: 0.0218 - acc: 0.995 - ETA: 0s - loss: 0.0216 - acc: 0.995 - ETA: 0s - loss: 0.0216 - acc: 0.995 - ETA: 0s - loss: 0.0216 - acc: 0.995 - ETA: 0s - loss: 0.0213 - acc: 0.995 - ETA: 0s - loss: 0.0212 - acc: 0.995 - ETA: 0s - loss: 0.0209 - acc: 0.995 - ETA: 0s - loss: 0.0208 - acc: 0.995 - ETA: 0s - loss: 0.0208 - acc: 0.995 - ETA: 0s - loss: 0.0208 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.994 - ETA: 0s - loss: 0.0204 - acc: 0.994 - ETA: 0s - loss: 0.0202 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0197 - acc: 0.995 - ETA: 0s - loss: 0.0195 - acc: 0.995 - ETA: 0s - loss: 0.0203 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0201 - acc: 0.9950Epoch 00053: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0200 - acc: 0.9951 - val_loss: 0.9905 - val_acc: 0.8491 Epoch 55/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.4902e-04 - acc: 1.000 - ETA: 3s - loss: 2.5853e-04 - acc: 1.000 - ETA: 3s - loss: 4.4697e-04 - acc: 1.000 - ETA: 3s - loss: 7.7003e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0101 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0101 - acc: 0.996 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 2s - loss: 0.0095 - acc: 0.996 - ETA: 2s - loss: 0.0100 - acc: 0.996 - ETA: 2s - loss: 0.0098 - acc: 0.996 - ETA: 2s - loss: 0.0096 - acc: 0.996 - ETA: 2s - loss: 0.0120 - acc: 0.996 - ETA: 2s - loss: 0.0116 - acc: 0.996 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0115 - acc: 0.996 - ETA: 2s - loss: 0.0113 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.996 - ETA: 2s - loss: 0.0159 - acc: 0.996 - ETA: 2s - loss: 0.0160 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 2s - loss: 0.0153 - acc: 0.996 - ETA: 2s - loss: 0.0195 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0178 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0173 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.995 - ETA: 1s - loss: 0.0167 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.995 - ETA: 1s - loss: 0.0178 - acc: 0.995 - ETA: 1s - loss: 0.0178 - acc: 0.995 - ETA: 1s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0173 - acc: 0.995 - ETA: 0s - loss: 0.0170 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.995 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0188 - acc: 0.996 - ETA: 0s - loss: 0.0185 - acc: 0.996 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0189 - acc: 0.995 - ETA: 0s - loss: 0.0187 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0187 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.9956Epoch 00054: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0192 - acc: 0.9954 - val_loss: 1.0521 - val_acc: 0.8467 Epoch 56/2000 6660/6680 [============================>.] - ETA: 3s - loss: 0.0264 - acc: 1.000 - ETA: 4s - loss: 0.0247 - acc: 0.990 - ETA: 4s - loss: 0.0152 - acc: 0.994 - ETA: 4s - loss: 0.0160 - acc: 0.992 - ETA: 4s - loss: 0.0124 - acc: 0.994 - ETA: 4s - loss: 0.0118 - acc: 0.992 - ETA: 4s - loss: 0.0100 - acc: 0.994 - ETA: 4s - loss: 0.0088 - acc: 0.994 - ETA: 4s - loss: 0.0078 - acc: 0.995 - ETA: 4s - loss: 0.0071 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0064 - acc: 0.996 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 3s - loss: 0.0082 - acc: 0.996 - ETA: 3s - loss: 0.0222 - acc: 0.995 - ETA: 3s - loss: 0.0236 - acc: 0.995 - ETA: 3s - loss: 0.0223 - acc: 0.995 - ETA: 3s - loss: 0.0211 - acc: 0.995 - ETA: 3s - loss: 0.0201 - acc: 0.995 - ETA: 3s - loss: 0.0191 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0183 - acc: 0.995 - ETA: 3s - loss: 0.0177 - acc: 0.995 - ETA: 3s - loss: 0.0175 - acc: 0.995 - ETA: 3s - loss: 0.0168 - acc: 0.995 - ETA: 3s - loss: 0.0162 - acc: 0.995 - ETA: 3s - loss: 0.0175 - acc: 0.995 - ETA: 3s - loss: 0.0169 - acc: 0.995 - ETA: 3s - loss: 0.0241 - acc: 0.994 - ETA: 3s - loss: 0.0234 - acc: 0.994 - ETA: 2s - loss: 0.0228 - acc: 0.994 - ETA: 2s - loss: 0.0283 - acc: 0.994 - ETA: 2s - loss: 0.0276 - acc: 0.994 - ETA: 2s - loss: 0.0268 - acc: 0.994 - ETA: 2s - loss: 0.0260 - acc: 0.995 - ETA: 2s - loss: 0.0254 - acc: 0.995 - ETA: 2s - loss: 0.0247 - acc: 0.995 - ETA: 2s - loss: 0.0245 - acc: 0.995 - ETA: 2s - loss: 0.0242 - acc: 0.995 - ETA: 2s - loss: 0.0244 - acc: 0.995 - ETA: 2s - loss: 0.0238 - acc: 0.995 - ETA: 2s - loss: 0.0240 - acc: 0.995 - ETA: 2s - loss: 0.0235 - acc: 0.995 - ETA: 2s - loss: 0.0230 - acc: 0.995 - ETA: 2s - loss: 0.0225 - acc: 0.995 - ETA: 2s - loss: 0.0221 - acc: 0.995 - ETA: 2s - loss: 0.0217 - acc: 0.995 - ETA: 2s - loss: 0.0213 - acc: 0.995 - ETA: 1s - loss: 0.0211 - acc: 0.995 - ETA: 1s - loss: 0.0208 - acc: 0.995 - ETA: 1s - loss: 0.0204 - acc: 0.995 - ETA: 1s - loss: 0.0204 - acc: 0.995 - ETA: 1s - loss: 0.0206 - acc: 0.995 - ETA: 1s - loss: 0.0207 - acc: 0.995 - ETA: 1s - loss: 0.0204 - acc: 0.995 - ETA: 1s - loss: 0.0200 - acc: 0.995 - ETA: 1s - loss: 0.0197 - acc: 0.995 - ETA: 1s - loss: 0.0194 - acc: 0.995 - ETA: 1s - loss: 0.0191 - acc: 0.995 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0197 - acc: 0.995 - ETA: 1s - loss: 0.0199 - acc: 0.995 - ETA: 1s - loss: 0.0203 - acc: 0.995 - ETA: 1s - loss: 0.0200 - acc: 0.995 - ETA: 1s - loss: 0.0198 - acc: 0.995 - ETA: 0s - loss: 0.0195 - acc: 0.995 - ETA: 0s - loss: 0.0192 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0199 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0199 - acc: 0.995 - ETA: 0s - loss: 0.0202 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0197 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0195 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0192 - acc: 0.9955Epoch 00055: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0191 - acc: 0.9955 - val_loss: 1.0345 - val_acc: 0.8479 Epoch 57/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.1625 - acc: 0.990 - ETA: 3s - loss: 0.0907 - acc: 0.994 - ETA: 4s - loss: 0.0643 - acc: 0.996 - ETA: 4s - loss: 0.0511 - acc: 0.997 - ETA: 4s - loss: 0.0414 - acc: 0.997 - ETA: 4s - loss: 0.0349 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0511 - acc: 0.997 - ETA: 3s - loss: 0.0463 - acc: 0.997 - ETA: 3s - loss: 0.0421 - acc: 0.997 - ETA: 3s - loss: 0.0384 - acc: 0.997 - ETA: 3s - loss: 0.0359 - acc: 0.998 - ETA: 3s - loss: 0.0337 - acc: 0.998 - ETA: 3s - loss: 0.0328 - acc: 0.997 - ETA: 3s - loss: 0.0309 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.996 - ETA: 3s - loss: 0.0287 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 2s - loss: 0.0239 - acc: 0.996 - ETA: 2s - loss: 0.0231 - acc: 0.996 - ETA: 2s - loss: 0.0225 - acc: 0.996 - ETA: 2s - loss: 0.0231 - acc: 0.996 - ETA: 2s - loss: 0.0225 - acc: 0.996 - ETA: 2s - loss: 0.0218 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0203 - acc: 0.996 - ETA: 2s - loss: 0.0201 - acc: 0.995 - ETA: 2s - loss: 0.0245 - acc: 0.995 - ETA: 2s - loss: 0.0252 - acc: 0.995 - ETA: 2s - loss: 0.0250 - acc: 0.995 - ETA: 2s - loss: 0.0245 - acc: 0.995 - ETA: 2s - loss: 0.0252 - acc: 0.995 - ETA: 1s - loss: 0.0247 - acc: 0.995 - ETA: 1s - loss: 0.0246 - acc: 0.995 - ETA: 1s - loss: 0.0241 - acc: 0.995 - ETA: 1s - loss: 0.0237 - acc: 0.995 - ETA: 1s - loss: 0.0243 - acc: 0.995 - ETA: 1s - loss: 0.0239 - acc: 0.995 - ETA: 1s - loss: 0.0235 - acc: 0.995 - ETA: 1s - loss: 0.0235 - acc: 0.995 - ETA: 1s - loss: 0.0231 - acc: 0.995 - ETA: 1s - loss: 0.0228 - acc: 0.995 - ETA: 1s - loss: 0.0225 - acc: 0.995 - ETA: 1s - loss: 0.0233 - acc: 0.995 - ETA: 1s - loss: 0.0231 - acc: 0.995 - ETA: 1s - loss: 0.0227 - acc: 0.995 - ETA: 1s - loss: 0.0229 - acc: 0.995 - ETA: 1s - loss: 0.0225 - acc: 0.995 - ETA: 1s - loss: 0.0224 - acc: 0.995 - ETA: 1s - loss: 0.0220 - acc: 0.995 - ETA: 0s - loss: 0.0217 - acc: 0.995 - ETA: 0s - loss: 0.0220 - acc: 0.995 - ETA: 0s - loss: 0.0217 - acc: 0.995 - ETA: 0s - loss: 0.0214 - acc: 0.995 - ETA: 0s - loss: 0.0211 - acc: 0.995 - ETA: 0s - loss: 0.0209 - acc: 0.995 - ETA: 0s - loss: 0.0207 - acc: 0.995 - ETA: 0s - loss: 0.0204 - acc: 0.995 - ETA: 0s - loss: 0.0202 - acc: 0.995 - ETA: 0s - loss: 0.0199 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0194 - acc: 0.995 - ETA: 0s - loss: 0.0192 - acc: 0.995 - ETA: 0s - loss: 0.0189 - acc: 0.996 - ETA: 0s - loss: 0.0187 - acc: 0.996 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.9961Epoch 00056: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0184 - acc: 0.9961 - val_loss: 1.0300 - val_acc: 0.8467 Epoch 58/2000 6660/6680 [============================>.] - ETA: 4s - loss: 5.3453e-04 - acc: 1.000 - ETA: 4s - loss: 3.3630e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.996 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 3s - loss: 0.0081 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.996 - ETA: 3s - loss: 0.0102 - acc: 0.995 - ETA: 3s - loss: 0.0108 - acc: 0.995 - ETA: 3s - loss: 0.0105 - acc: 0.995 - ETA: 3s - loss: 0.0100 - acc: 0.995 - ETA: 3s - loss: 0.0095 - acc: 0.996 - ETA: 3s - loss: 0.0091 - acc: 0.996 - ETA: 3s - loss: 0.0087 - acc: 0.996 - ETA: 3s - loss: 0.0083 - acc: 0.996 - ETA: 3s - loss: 0.0088 - acc: 0.996 - ETA: 3s - loss: 0.0085 - acc: 0.996 - ETA: 3s - loss: 0.0082 - acc: 0.996 - ETA: 3s - loss: 0.0079 - acc: 0.996 - ETA: 3s - loss: 0.0088 - acc: 0.996 - ETA: 3s - loss: 0.0097 - acc: 0.996 - ETA: 3s - loss: 0.0100 - acc: 0.995 - ETA: 2s - loss: 0.0098 - acc: 0.995 - ETA: 2s - loss: 0.0095 - acc: 0.996 - ETA: 2s - loss: 0.0092 - acc: 0.996 - ETA: 2s - loss: 0.0090 - acc: 0.996 - ETA: 2s - loss: 0.0151 - acc: 0.995 - ETA: 2s - loss: 0.0149 - acc: 0.995 - ETA: 2s - loss: 0.0162 - acc: 0.995 - ETA: 2s - loss: 0.0161 - acc: 0.995 - ETA: 2s - loss: 0.0166 - acc: 0.994 - ETA: 2s - loss: 0.0162 - acc: 0.994 - ETA: 2s - loss: 0.0159 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0161 - acc: 0.994 - ETA: 2s - loss: 0.0157 - acc: 0.994 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0151 - acc: 0.995 - ETA: 2s - loss: 0.0148 - acc: 0.995 - ETA: 1s - loss: 0.0145 - acc: 0.995 - ETA: 1s - loss: 0.0183 - acc: 0.995 - ETA: 1s - loss: 0.0180 - acc: 0.995 - ETA: 1s - loss: 0.0186 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0192 - acc: 0.994 - ETA: 1s - loss: 0.0192 - acc: 0.994 - ETA: 1s - loss: 0.0192 - acc: 0.994 - ETA: 1s - loss: 0.0189 - acc: 0.994 - ETA: 1s - loss: 0.0191 - acc: 0.994 - ETA: 1s - loss: 0.0188 - acc: 0.994 - ETA: 1s - loss: 0.0194 - acc: 0.994 - ETA: 1s - loss: 0.0193 - acc: 0.994 - ETA: 1s - loss: 0.0192 - acc: 0.994 - ETA: 1s - loss: 0.0189 - acc: 0.994 - ETA: 1s - loss: 0.0187 - acc: 0.994 - ETA: 1s - loss: 0.0184 - acc: 0.994 - ETA: 1s - loss: 0.0184 - acc: 0.994 - ETA: 0s - loss: 0.0190 - acc: 0.994 - ETA: 0s - loss: 0.0187 - acc: 0.994 - ETA: 0s - loss: 0.0215 - acc: 0.994 - ETA: 0s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0209 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.994 - ETA: 0s - loss: 0.0204 - acc: 0.994 - ETA: 0s - loss: 0.0202 - acc: 0.994 - ETA: 0s - loss: 0.0205 - acc: 0.994 - ETA: 0s - loss: 0.0203 - acc: 0.994 - ETA: 0s - loss: 0.0200 - acc: 0.994 - ETA: 0s - loss: 0.0197 - acc: 0.994 - ETA: 0s - loss: 0.0195 - acc: 0.994 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0189 - acc: 0.995 - ETA: 0s - loss: 0.0188 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.9950Epoch 00057: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0185 - acc: 0.9951 - val_loss: 1.0681 - val_acc: 0.8467 Epoch 59/2000 6600/6680 [============================>.] - ETA: 4s - loss: 0.0143 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0102 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.993 - ETA: 4s - loss: 0.0121 - acc: 0.993 - ETA: 4s - loss: 0.0130 - acc: 0.993 - ETA: 4s - loss: 0.0118 - acc: 0.993 - ETA: 4s - loss: 0.0110 - acc: 0.994 - ETA: 3s - loss: 0.0101 - acc: 0.994 - ETA: 3s - loss: 0.0100 - acc: 0.995 - ETA: 3s - loss: 0.0093 - acc: 0.995 - ETA: 3s - loss: 0.0088 - acc: 0.995 - ETA: 3s - loss: 0.0084 - acc: 0.996 - ETA: 3s - loss: 0.0089 - acc: 0.995 - ETA: 3s - loss: 0.0086 - acc: 0.995 - ETA: 3s - loss: 0.0082 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.995 - ETA: 3s - loss: 0.0132 - acc: 0.995 - ETA: 3s - loss: 0.0129 - acc: 0.995 - ETA: 3s - loss: 0.0136 - acc: 0.995 - ETA: 3s - loss: 0.0130 - acc: 0.995 - ETA: 3s - loss: 0.0205 - acc: 0.995 - ETA: 3s - loss: 0.0198 - acc: 0.995 - ETA: 3s - loss: 0.0193 - acc: 0.995 - ETA: 3s - loss: 0.0186 - acc: 0.995 - ETA: 3s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.995 - ETA: 2s - loss: 0.0171 - acc: 0.996 - ETA: 2s - loss: 0.0166 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0173 - acc: 0.996 - ETA: 2s - loss: 0.0186 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0176 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.995 - ETA: 2s - loss: 0.0171 - acc: 0.995 - ETA: 2s - loss: 0.0167 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0159 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 2s - loss: 0.0153 - acc: 0.996 - ETA: 2s - loss: 0.0164 - acc: 0.995 - ETA: 2s - loss: 0.0161 - acc: 0.995 - ETA: 2s - loss: 0.0199 - acc: 0.995 - ETA: 1s - loss: 0.0196 - acc: 0.995 - ETA: 1s - loss: 0.0193 - acc: 0.996 - ETA: 1s - loss: 0.0192 - acc: 0.996 - ETA: 1s - loss: 0.0188 - acc: 0.996 - ETA: 1s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0178 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0165 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0160 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0161 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0156 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0177 - acc: 0.9955Epoch 00058: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0175 - acc: 0.9955 - val_loss: 1.0595 - val_acc: 0.8491 Epoch 60/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 7.9680e-04 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9944 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.996 - ETA: 3s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0118 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0203 - acc: 0.995 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 2s - loss: 0.0167 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.996 - ETA: 2s - loss: 0.0161 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 2s - loss: 0.0152 - acc: 0.996 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0190 - acc: 0.996 - ETA: 2s - loss: 0.0189 - acc: 0.996 - ETA: 2s - loss: 0.0189 - acc: 0.996 - ETA: 2s - loss: 0.0185 - acc: 0.996 - ETA: 2s - loss: 0.0181 - acc: 0.996 - ETA: 2s - loss: 0.0178 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.995 - ETA: 1s - loss: 0.0176 - acc: 0.995 - ETA: 1s - loss: 0.0210 - acc: 0.995 - ETA: 1s - loss: 0.0207 - acc: 0.995 - ETA: 1s - loss: 0.0203 - acc: 0.995 - ETA: 1s - loss: 0.0201 - acc: 0.995 - ETA: 1s - loss: 0.0199 - acc: 0.995 - ETA: 1s - loss: 0.0196 - acc: 0.995 - ETA: 1s - loss: 0.0198 - acc: 0.995 - ETA: 1s - loss: 0.0194 - acc: 0.995 - ETA: 1s - loss: 0.0191 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0190 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.995 - ETA: 0s - loss: 0.0185 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0188 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0183 - acc: 0.995 - ETA: 0s - loss: 0.0181 - acc: 0.995 - ETA: 0s - loss: 0.0180 - acc: 0.995 - ETA: 0s - loss: 0.0178 - acc: 0.995 - ETA: 0s - loss: 0.0176 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0176 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0172 - acc: 0.995 - ETA: 0s - loss: 0.0172 - acc: 0.9958Epoch 00059: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0172 - acc: 0.9958 - val_loss: 1.0527 - val_acc: 0.8491 Epoch 61/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 6.2598e-04 - acc: 1.000 - ETA: 4s - loss: 0.0235 - acc: 0.9944 - ETA: 4s - loss: 0.0166 - acc: 0.996 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.996 - ETA: 3s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0169 - acc: 0.996 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0234 - acc: 0.996 - ETA: 2s - loss: 0.0237 - acc: 0.996 - ETA: 2s - loss: 0.0229 - acc: 0.996 - ETA: 2s - loss: 0.0223 - acc: 0.996 - ETA: 2s - loss: 0.0225 - acc: 0.995 - ETA: 2s - loss: 0.0219 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0210 - acc: 0.996 - ETA: 2s - loss: 0.0210 - acc: 0.995 - ETA: 2s - loss: 0.0206 - acc: 0.995 - ETA: 2s - loss: 0.0201 - acc: 0.996 - ETA: 2s - loss: 0.0197 - acc: 0.996 - ETA: 2s - loss: 0.0192 - acc: 0.996 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0178 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0192 - acc: 0.996 - ETA: 1s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0183 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0167 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.996 - ETA: 0s - loss: 0.0183 - acc: 0.996 - ETA: 0s - loss: 0.0181 - acc: 0.996 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0185 - acc: 0.996 - ETA: 0s - loss: 0.0183 - acc: 0.996 - ETA: 0s - loss: 0.0181 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.9967Epoch 00060: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0179 - acc: 0.9967 - val_loss: 1.0824 - val_acc: 0.8407 Epoch 62/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.3274e-05 - acc: 1.000 - ETA: 3s - loss: 1.7832e-04 - acc: 1.000 - ETA: 3s - loss: 1.0761e-04 - acc: 1.000 - ETA: 4s - loss: 1.0204e-04 - acc: 1.000 - ETA: 4s - loss: 4.0275e-04 - acc: 1.000 - ETA: 4s - loss: 4.8346e-04 - acc: 1.000 - ETA: 4s - loss: 0.0112 - acc: 0.9980 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0164 - acc: 0.996 - ETA: 3s - loss: 0.0157 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.996 - ETA: 2s - loss: 0.0179 - acc: 0.996 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.996 - ETA: 2s - loss: 0.0169 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.996 - ETA: 2s - loss: 0.0166 - acc: 0.996 - ETA: 2s - loss: 0.0164 - acc: 0.996 - ETA: 2s - loss: 0.0161 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.996 - ETA: 0s - loss: 0.0160 - acc: 0.996 - ETA: 0s - loss: 0.0167 - acc: 0.996 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.9964Epoch 00061: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0154 - acc: 0.9964 - val_loss: 1.0658 - val_acc: 0.8491 Epoch 63/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.9229e-04 - acc: 1.000 - ETA: 3s - loss: 5.1167e-04 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9944 - ETA: 4s - loss: 0.0072 - acc: 0.996 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.995 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0139 - acc: 0.994 - ETA: 4s - loss: 0.0122 - acc: 0.995 - ETA: 4s - loss: 0.0117 - acc: 0.995 - ETA: 4s - loss: 0.0106 - acc: 0.996 - ETA: 3s - loss: 0.0101 - acc: 0.996 - ETA: 3s - loss: 0.0258 - acc: 0.995 - ETA: 3s - loss: 0.0240 - acc: 0.996 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0321 - acc: 0.996 - ETA: 3s - loss: 0.0303 - acc: 0.996 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0272 - acc: 0.996 - ETA: 3s - loss: 0.0261 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0234 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0236 - acc: 0.996 - ETA: 2s - loss: 0.0228 - acc: 0.996 - ETA: 2s - loss: 0.0222 - acc: 0.996 - ETA: 2s - loss: 0.0215 - acc: 0.996 - ETA: 2s - loss: 0.0215 - acc: 0.996 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0203 - acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0192 - acc: 0.996 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.996 - ETA: 2s - loss: 0.0180 - acc: 0.996 - ETA: 2s - loss: 0.0176 - acc: 0.996 - ETA: 2s - loss: 0.0171 - acc: 0.996 - ETA: 2s - loss: 0.0169 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0166 - acc: 0.9968Epoch 00062: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0168 - acc: 0.9967 - val_loss: 1.0861 - val_acc: 0.8455 Epoch 64/2000 6660/6680 [============================>.] - ETA: 0s - loss: 4.6713e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 0.0902 - acc: 0.994 - ETA: 4s - loss: 0.0648 - acc: 0.996 - ETA: 4s - loss: 0.0498 - acc: 0.997 - ETA: 4s - loss: 0.0427 - acc: 0.995 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0184 - acc: 0.996 - ETA: 0s - loss: 0.0187 - acc: 0.996 - ETA: 0s - loss: 0.0185 - acc: 0.996 - ETA: 0s - loss: 0.0183 - acc: 0.996 - ETA: 0s - loss: 0.0182 - acc: 0.996 - ETA: 0s - loss: 0.0180 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.996 - ETA: 0s - loss: 0.0182 - acc: 0.996 - ETA: 0s - loss: 0.0181 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.996 - ETA: 0s - loss: 0.0168 - acc: 0.996 - ETA: 0s - loss: 0.0166 - acc: 0.996 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0162 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.9968Epoch 00063: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0161 - acc: 0.9969 - val_loss: 1.0716 - val_acc: 0.8395 Epoch 65/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.8349e-05 - acc: 1.000 - ETA: 3s - loss: 1.2386e-04 - acc: 1.000 - ETA: 3s - loss: 1.3095e-04 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9964 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0148 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 2s - loss: 0.0139 - acc: 0.996 - ETA: 2s - loss: 0.0135 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0128 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0120 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0116 - acc: 0.996 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0120 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0128 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0168 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.996 - ETA: 2s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.995 - ETA: 1s - loss: 0.0167 - acc: 0.995 - ETA: 1s - loss: 0.0164 - acc: 0.995 - ETA: 1s - loss: 0.0162 - acc: 0.995 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0131 - acc: 0.996 - ETA: 0s - loss: 0.0130 - acc: 0.996 - ETA: 0s - loss: 0.0129 - acc: 0.9970Epoch 00064: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0152 - acc: 0.9969 - val_loss: 1.1012 - val_acc: 0.8491 Epoch 66/2000 6600/6680 [============================>.] - ETA: 0s - loss: 9.2002e-06 - acc: 1.000 - ETA: 3s - loss: 1.8551e-04 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.2441e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0066 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0168 - acc: 0.996 - ETA: 0s - loss: 0.0166 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.9967Epoch 00065: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0161 - acc: 0.9967 - val_loss: 1.0906 - val_acc: 0.8479 Epoch 67/2000 6600/6680 [============================>.] - ETA: 4s - loss: 3.5370e-04 - acc: 1.000 - ETA: 4s - loss: 1.3081e-04 - acc: 1.000 - ETA: 4s - loss: 1.0148e-04 - acc: 1.000 - ETA: 4s - loss: 5.1577e-04 - acc: 1.000 - ETA: 4s - loss: 5.7803e-04 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9976 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0158 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.9967Epoch 00066: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0150 - acc: 0.9967 - val_loss: 1.1033 - val_acc: 0.8539 Epoch 68/2000 6620/6680 [============================>.] - ETA: 3s - loss: 1.3838e-05 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.1520e-04 - acc: 1.000 - ETA: 4s - loss: 8.8380e-04 - acc: 1.000 - ETA: 4s - loss: 9.9234e-04 - acc: 1.000 - ETA: 4s - loss: 9.0738e-04 - acc: 1.000 - ETA: 4s - loss: 8.0273e-04 - acc: 1.000 - ETA: 4s - loss: 8.0576e-04 - acc: 1.000 - ETA: 4s - loss: 7.8665e-04 - acc: 1.000 - ETA: 4s - loss: 7.2082e-04 - acc: 1.000 - ETA: 4s - loss: 7.6278e-04 - acc: 1.000 - ETA: 3s - loss: 8.6986e-04 - acc: 1.000 - ETA: 3s - loss: 8.4815e-04 - acc: 1.000 - ETA: 3s - loss: 8.1896e-04 - acc: 1.000 - ETA: 3s - loss: 7.9231e-04 - acc: 1.000 - ETA: 3s - loss: 8.0966e-04 - acc: 1.000 - ETA: 3s - loss: 9.1192e-04 - acc: 1.000 - ETA: 3s - loss: 8.7279e-04 - acc: 1.000 - ETA: 3s - loss: 9.0496e-04 - acc: 1.000 - ETA: 3s - loss: 8.6841e-04 - acc: 1.000 - ETA: 3s - loss: 8.4574e-04 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9994 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.9974Epoch 00067: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0147 - acc: 0.9975 - val_loss: 1.0831 - val_acc: 0.8515 Epoch 69/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.5395e-05 - acc: 1.000 - ETA: 3s - loss: 0.1851 - acc: 0.9800 - ETA: 4s - loss: 0.1029 - acc: 0.988 - ETA: 4s - loss: 0.0721 - acc: 0.992 - ETA: 4s - loss: 0.0552 - acc: 0.994 - ETA: 4s - loss: 0.0447 - acc: 0.995 - ETA: 4s - loss: 0.0386 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0486 - acc: 0.995 - ETA: 4s - loss: 0.0457 - acc: 0.995 - ETA: 4s - loss: 0.0420 - acc: 0.995 - ETA: 4s - loss: 0.0386 - acc: 0.995 - ETA: 3s - loss: 0.0379 - acc: 0.995 - ETA: 3s - loss: 0.0353 - acc: 0.995 - ETA: 3s - loss: 0.0336 - acc: 0.995 - ETA: 3s - loss: 0.0317 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0284 - acc: 0.996 - ETA: 3s - loss: 0.0276 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0251 - acc: 0.996 - ETA: 3s - loss: 0.0240 - acc: 0.996 - ETA: 3s - loss: 0.0231 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0245 - acc: 0.996 - ETA: 3s - loss: 0.0237 - acc: 0.996 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0234 - acc: 0.996 - ETA: 2s - loss: 0.0227 - acc: 0.996 - ETA: 2s - loss: 0.0220 - acc: 0.996 - ETA: 2s - loss: 0.0218 - acc: 0.996 - ETA: 2s - loss: 0.0212 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0201 - acc: 0.996 - ETA: 2s - loss: 0.0196 - acc: 0.996 - ETA: 2s - loss: 0.0239 - acc: 0.996 - ETA: 2s - loss: 0.0233 - acc: 0.996 - ETA: 2s - loss: 0.0228 - acc: 0.996 - ETA: 2s - loss: 0.0233 - acc: 0.996 - ETA: 2s - loss: 0.0228 - acc: 0.996 - ETA: 2s - loss: 0.0223 - acc: 0.996 - ETA: 2s - loss: 0.0219 - acc: 0.996 - ETA: 2s - loss: 0.0215 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 1s - loss: 0.0203 - acc: 0.997 - ETA: 1s - loss: 0.0201 - acc: 0.996 - ETA: 1s - loss: 0.0197 - acc: 0.996 - ETA: 1s - loss: 0.0196 - acc: 0.996 - ETA: 1s - loss: 0.0191 - acc: 0.996 - ETA: 1s - loss: 0.0188 - acc: 0.996 - ETA: 1s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0184 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.9971Epoch 00068: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0147 - acc: 0.9972 - val_loss: 1.1040 - val_acc: 0.8443 Epoch 70/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.4129e-05 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9900 - ETA: 4s - loss: 0.0056 - acc: 0.994 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0448 - acc: 0.992 - ETA: 4s - loss: 0.0376 - acc: 0.994 - ETA: 4s - loss: 0.0329 - acc: 0.994 - ETA: 4s - loss: 0.0290 - acc: 0.995 - ETA: 4s - loss: 0.0259 - acc: 0.995 - ETA: 4s - loss: 0.0234 - acc: 0.996 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0178 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0178 - acc: 0.997 - ETA: 0s - loss: 0.0178 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.9971Epoch 00069: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0155 - acc: 0.9972 - val_loss: 1.1187 - val_acc: 0.8407 Epoch 71/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.6797e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 0.0070 - acc: 0.994 - ETA: 4s - loss: 0.0086 - acc: 0.996 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0062 - acc: 0.995 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 3s - loss: 0.0052 - acc: 0.996 - ETA: 3s - loss: 0.0050 - acc: 0.996 - ETA: 3s - loss: 0.0048 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0136 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0121 - acc: 0.996 - ETA: 3s - loss: 0.0116 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0164 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.996 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 2s - loss: 0.0146 - acc: 0.996 - ETA: 2s - loss: 0.0143 - acc: 0.996 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.996 - ETA: 2s - loss: 0.0179 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.996 - ETA: 2s - loss: 0.0172 - acc: 0.996 - ETA: 2s - loss: 0.0168 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0191 - acc: 0.996 - ETA: 1s - loss: 0.0188 - acc: 0.996 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0183 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0176 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.996 - ETA: 0s - loss: 0.0168 - acc: 0.996 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.9973Epoch 00070: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0142 - acc: 0.9973 - val_loss: 1.1317 - val_acc: 0.8443 Epoch 72/2000 6600/6680 [============================>.] - ETA: 0s - loss: 6.9328e-04 - acc: 1.000 - ETA: 3s - loss: 2.7354e-04 - acc: 1.000 - ETA: 3s - loss: 2.6039e-04 - acc: 1.000 - ETA: 4s - loss: 5.4917e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.9979Epoch 00071: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0153 - acc: 0.9976 - val_loss: 1.1288 - val_acc: 0.8431 Epoch 73/2000 6660/6680 [============================>.] - ETA: 0s - loss: 3.0525e-05 - acc: 1.000 - ETA: 4s - loss: 5.6526e-05 - acc: 1.000 - ETA: 4s - loss: 8.4311e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.9977Epoch 00072: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0142 - acc: 0.9978 - val_loss: 1.1144 - val_acc: 0.8407 Epoch 74/2000 6620/6680 [============================>.] - ETA: 5s - loss: 8.6937e-06 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.0000 - ETA: 5s - loss: 0.0168 - acc: 0.994 - ETA: 5s - loss: 0.0118 - acc: 0.996 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0056 - acc: 0.997 - ETA: 3s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.996 - ETA: 3s - loss: 0.0082 - acc: 0.996 - ETA: 3s - loss: 0.0079 - acc: 0.996 - ETA: 3s - loss: 0.0076 - acc: 0.996 - ETA: 3s - loss: 0.0074 - acc: 0.996 - ETA: 3s - loss: 0.0071 - acc: 0.996 - ETA: 3s - loss: 0.0069 - acc: 0.996 - ETA: 3s - loss: 0.0067 - acc: 0.996 - ETA: 3s - loss: 0.0065 - acc: 0.996 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 2s - loss: 0.0064 - acc: 0.997 - ETA: 2s - loss: 0.0062 - acc: 0.997 - ETA: 2s - loss: 0.0061 - acc: 0.997 - ETA: 2s - loss: 0.0059 - acc: 0.997 - ETA: 2s - loss: 0.0059 - acc: 0.997 - ETA: 2s - loss: 0.0064 - acc: 0.997 - ETA: 2s - loss: 0.0063 - acc: 0.997 - ETA: 2s - loss: 0.0061 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.9974Epoch 00073: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0142 - acc: 0.9975 - val_loss: 1.1694 - val_acc: 0.8383 Epoch 75/2000 6660/6680 [============================>.] - ETA: 1s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2688e-04 - acc: 1.000 - ETA: 4s - loss: 9.3583e-04 - acc: 1.000 - ETA: 4s - loss: 9.1075e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9991 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0085 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.9973Epoch 00074: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0136 - acc: 0.9973 - val_loss: 1.1739 - val_acc: 0.8407 Epoch 76/2000 6640/6680 [============================>.] - ETA: 1s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0896 - acc: 0.994 - ETA: 4s - loss: 0.1251 - acc: 0.992 - ETA: 4s - loss: 0.0957 - acc: 0.994 - ETA: 4s - loss: 0.0776 - acc: 0.995 - ETA: 4s - loss: 0.0788 - acc: 0.994 - ETA: 4s - loss: 0.0687 - acc: 0.994 - ETA: 4s - loss: 0.0604 - acc: 0.995 - ETA: 4s - loss: 0.0542 - acc: 0.995 - ETA: 4s - loss: 0.0490 - acc: 0.996 - ETA: 4s - loss: 0.0446 - acc: 0.996 - ETA: 4s - loss: 0.0575 - acc: 0.995 - ETA: 4s - loss: 0.0533 - acc: 0.996 - ETA: 4s - loss: 0.0496 - acc: 0.996 - ETA: 3s - loss: 0.0466 - acc: 0.996 - ETA: 3s - loss: 0.0438 - acc: 0.996 - ETA: 3s - loss: 0.0413 - acc: 0.997 - ETA: 3s - loss: 0.0390 - acc: 0.997 - ETA: 3s - loss: 0.0373 - acc: 0.997 - ETA: 3s - loss: 0.0354 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0333 - acc: 0.997 - ETA: 3s - loss: 0.0326 - acc: 0.996 - ETA: 3s - loss: 0.0317 - acc: 0.996 - ETA: 3s - loss: 0.0305 - acc: 0.996 - ETA: 3s - loss: 0.0294 - acc: 0.996 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.996 - ETA: 2s - loss: 0.0249 - acc: 0.996 - ETA: 2s - loss: 0.0242 - acc: 0.996 - ETA: 2s - loss: 0.0235 - acc: 0.996 - ETA: 2s - loss: 0.0229 - acc: 0.996 - ETA: 2s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.996 - ETA: 2s - loss: 0.0216 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0210 - acc: 0.996 - ETA: 2s - loss: 0.0205 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0208 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 2s - loss: 0.0199 - acc: 0.996 - ETA: 2s - loss: 0.0199 - acc: 0.996 - ETA: 2s - loss: 0.0196 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 1s - loss: 0.0190 - acc: 0.996 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0183 - acc: 0.996 - ETA: 1s - loss: 0.0179 - acc: 0.996 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.9977Epoch 00075: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0129 - acc: 0.9976 - val_loss: 1.1669 - val_acc: 0.8395 Epoch 77/2000 6600/6680 [============================>.] - ETA: 4s - loss: 4.9855e-05 - acc: 1.000 - ETA: 5s - loss: 0.1613 - acc: 0.9900 - ETA: 5s - loss: 0.0896 - acc: 0.994 - ETA: 5s - loss: 0.0621 - acc: 0.996 - ETA: 5s - loss: 0.0476 - acc: 0.997 - ETA: 5s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0414 - acc: 0.993 - ETA: 4s - loss: 0.0355 - acc: 0.994 - ETA: 4s - loss: 0.0312 - acc: 0.995 - ETA: 4s - loss: 0.0279 - acc: 0.995 - ETA: 4s - loss: 0.0257 - acc: 0.996 - ETA: 4s - loss: 0.0236 - acc: 0.996 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.9971Epoch 00076: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0137 - acc: 0.9972 - val_loss: 1.1705 - val_acc: 0.8419 Epoch 78/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0181 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0048 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.996 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.9980Epoch 00077: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0133 - acc: 0.9981 - val_loss: 1.1647 - val_acc: 0.8419 Epoch 79/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.2303e-04 - acc: 1.000 - ETA: 3s - loss: 5.3827e-04 - acc: 1.000 - ETA: 3s - loss: 7.5291e-04 - acc: 1.000 - ETA: 3s - loss: 7.5921e-04 - acc: 1.000 - ETA: 4s - loss: 7.4756e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 9.5085e-04 - acc: 1.000 - ETA: 3s - loss: 8.6501e-04 - acc: 1.000 - ETA: 3s - loss: 0.0187 - acc: 0.9989 - ETA: 3s - loss: 0.0172 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.9979Epoch 00078: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0128 - acc: 0.9979 - val_loss: 1.1789 - val_acc: 0.8443 Epoch 80/2000 6660/6680 [============================>.] - ETA: 0s - loss: 3.5674e-06 - acc: 1.000 - ETA: 3s - loss: 1.9263e-04 - acc: 1.000 - ETA: 4s - loss: 0.0527 - acc: 0.9944 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.9979Epoch 00079: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0136 - acc: 0.9979 - val_loss: 1.1674 - val_acc: 0.8383 Epoch 81/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0105 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0372 - acc: 0.990 - ETA: 4s - loss: 0.0609 - acc: 0.989 - ETA: 4s - loss: 0.0478 - acc: 0.991 - ETA: 4s - loss: 0.0392 - acc: 0.993 - ETA: 4s - loss: 0.0332 - acc: 0.994 - ETA: 4s - loss: 0.0288 - acc: 0.995 - ETA: 4s - loss: 0.0256 - acc: 0.995 - ETA: 4s - loss: 0.0230 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 3s - loss: 0.0135 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.996 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0184 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.9979Epoch 00080: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0132 - acc: 0.9979 - val_loss: 1.2005 - val_acc: 0.8395 Epoch 82/2000 6640/6680 [============================>.] - ETA: 0s - loss: 0.0029 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0067 - acc: 0.997 - ETA: 2s - loss: 0.0068 - acc: 0.997 - ETA: 2s - loss: 0.0066 - acc: 0.997 - ETA: 2s - loss: 0.0065 - acc: 0.997 - ETA: 2s - loss: 0.0063 - acc: 0.997 - ETA: 2s - loss: 0.0062 - acc: 0.997 - ETA: 2s - loss: 0.0060 - acc: 0.997 - ETA: 2s - loss: 0.0059 - acc: 0.997 - ETA: 2s - loss: 0.0058 - acc: 0.997 - ETA: 2s - loss: 0.0059 - acc: 0.997 - ETA: 2s - loss: 0.0057 - acc: 0.997 - ETA: 2s - loss: 0.0056 - acc: 0.997 - ETA: 2s - loss: 0.0055 - acc: 0.997 - ETA: 2s - loss: 0.0054 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.9977Epoch 00081: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0131 - acc: 0.9978 - val_loss: 1.1670 - val_acc: 0.8407 Epoch 83/2000 6600/6680 [============================>.] - ETA: 0s - loss: 9.6150e-05 - acc: 1.000 - ETA: 3s - loss: 6.2557e-04 - acc: 1.000 - ETA: 3s - loss: 5.0732e-04 - acc: 1.000 - ETA: 4s - loss: 3.7038e-04 - acc: 1.000 - ETA: 4s - loss: 8.8704e-04 - acc: 1.000 - ETA: 4s - loss: 8.0971e-04 - acc: 1.000 - ETA: 4s - loss: 6.9389e-04 - acc: 1.000 - ETA: 4s - loss: 6.5886e-04 - acc: 1.000 - ETA: 4s - loss: 5.8982e-04 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9986 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.9977Epoch 00082: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9978 - val_loss: 1.1933 - val_acc: 0.8395 Epoch 84/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.9982e-05 - acc: 1.000 - ETA: 5s - loss: 3.4045e-05 - acc: 1.000 - ETA: 4s - loss: 7.3089e-04 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9962 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.9983Epoch 00083: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0125 - acc: 0.9984 - val_loss: 1.2168 - val_acc: 0.8347 Epoch 85/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.4714e-05 - acc: 1.000 - ETA: 4s - loss: 5.2122e-05 - acc: 1.000 - ETA: 4s - loss: 1.6951e-04 - acc: 1.000 - ETA: 4s - loss: 1.3007e-04 - acc: 1.000 - ETA: 4s - loss: 4.9148e-04 - acc: 1.000 - ETA: 4s - loss: 8.2371e-04 - acc: 1.000 - ETA: 4s - loss: 7.5841e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9214e-04 - acc: 1.000 - ETA: 4s - loss: 9.2765e-04 - acc: 1.000 - ETA: 4s - loss: 0.0273 - acc: 0.9984 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.9979Epoch 00084: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0125 - acc: 0.9979 - val_loss: 1.2198 - val_acc: 0.8371 Epoch 86/2000 6640/6680 [============================>.] - ETA: 5s - loss: 5.3048e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0906 - acc: 0.994 - ETA: 4s - loss: 0.0627 - acc: 0.996 - ETA: 4s - loss: 0.0486 - acc: 0.997 - ETA: 4s - loss: 0.0417 - acc: 0.997 - ETA: 4s - loss: 0.0404 - acc: 0.995 - ETA: 4s - loss: 0.0354 - acc: 0.996 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.9982Epoch 00085: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0125 - acc: 0.9982 - val_loss: 1.2028 - val_acc: 0.8371 Epoch 87/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.0927e-04 - acc: 1.000 - ETA: 4s - loss: 8.0369e-04 - acc: 1.000 - ETA: 4s - loss: 5.5422e-04 - acc: 1.000 - ETA: 4s - loss: 4.4880e-04 - acc: 1.000 - ETA: 4s - loss: 4.2654e-04 - acc: 1.000 - ETA: 4s - loss: 3.6183e-04 - acc: 1.000 - ETA: 4s - loss: 4.0298e-04 - acc: 1.000 - ETA: 4s - loss: 5.5072e-04 - acc: 1.000 - ETA: 4s - loss: 5.0220e-04 - acc: 1.000 - ETA: 4s - loss: 4.8375e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.9982Epoch 00086: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0134 - acc: 0.9982 - val_loss: 1.2162 - val_acc: 0.8407 Epoch 88/2000 6600/6680 [============================>.] - ETA: 0s - loss: 6.5259e-05 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0511 - acc: 0.994 - ETA: 4s - loss: 0.0360 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 2s - loss: 0.0243 - acc: 0.997 - ETA: 2s - loss: 0.0237 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.9982Epoch 00087: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0123 - acc: 0.9982 - val_loss: 1.2182 - val_acc: 0.8383 Epoch 89/2000 6640/6680 [============================>.] - ETA: 5s - loss: 8.7648e-05 - acc: 1.000 - ETA: 5s - loss: 6.3690e-05 - acc: 1.000 - ETA: 5s - loss: 4.2453e-05 - acc: 1.000 - ETA: 5s - loss: 3.8157e-05 - acc: 1.000 - ETA: 5s - loss: 3.3435e-05 - acc: 1.000 - ETA: 4s - loss: 9.3210e-05 - acc: 1.000 - ETA: 4s - loss: 3.6781e-04 - acc: 1.000 - ETA: 4s - loss: 3.7601e-04 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9984 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.9982Epoch 00088: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0134 - acc: 0.9982 - val_loss: 1.2344 - val_acc: 0.8383 Epoch 90/2000 6660/6680 [============================>.] - ETA: 0s - loss: 6.7116e-06 - acc: 1.000 - ETA: 4s - loss: 2.6154e-05 - acc: 1.000 - ETA: 4s - loss: 5.4337e-04 - acc: 1.000 - ETA: 4s - loss: 4.4828e-04 - acc: 1.000 - ETA: 4s - loss: 4.5791e-04 - acc: 1.000 - ETA: 4s - loss: 3.9298e-04 - acc: 1.000 - ETA: 4s - loss: 4.0382e-04 - acc: 1.000 - ETA: 4s - loss: 3.8266e-04 - acc: 1.000 - ETA: 4s - loss: 3.8062e-04 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 0.9986 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0381 - acc: 0.994 - ETA: 4s - loss: 0.0364 - acc: 0.995 - ETA: 4s - loss: 0.0349 - acc: 0.995 - ETA: 3s - loss: 0.0331 - acc: 0.995 - ETA: 3s - loss: 0.0315 - acc: 0.995 - ETA: 3s - loss: 0.0300 - acc: 0.995 - ETA: 3s - loss: 0.0287 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0277 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0262 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.996 - ETA: 3s - loss: 0.0251 - acc: 0.996 - ETA: 3s - loss: 0.0243 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0211 - acc: 0.996 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.9979Epoch 00089: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0130 - acc: 0.9979 - val_loss: 1.2564 - val_acc: 0.8383 Epoch 91/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0372 - acc: 0.950 - ETA: 3s - loss: 0.1686 - acc: 0.980 - ETA: 4s - loss: 0.1109 - acc: 0.983 - ETA: 4s - loss: 0.0771 - acc: 0.988 - ETA: 4s - loss: 0.0592 - acc: 0.991 - ETA: 4s - loss: 0.0481 - acc: 0.992 - ETA: 4s - loss: 0.0404 - acc: 0.994 - ETA: 4s - loss: 0.0349 - acc: 0.994 - ETA: 4s - loss: 0.0307 - acc: 0.995 - ETA: 4s - loss: 0.0274 - acc: 0.995 - ETA: 4s - loss: 0.0251 - acc: 0.996 - ETA: 4s - loss: 0.0234 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.996 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.9983Epoch 00090: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9984 - val_loss: 1.2571 - val_acc: 0.8359 Epoch 92/2000 6640/6680 [============================>.] - ETA: 0s - loss: 7.3317e-06 - acc: 1.000 - ETA: 3s - loss: 3.5743e-05 - acc: 1.000 - ETA: 4s - loss: 2.5850e-05 - acc: 1.000 - ETA: 4s - loss: 1.3921e-04 - acc: 1.000 - ETA: 4s - loss: 1.1191e-04 - acc: 1.000 - ETA: 4s - loss: 0.0096 - acc: 0.9976 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.9985Epoch 00091: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0123 - acc: 0.9985 - val_loss: 1.2206 - val_acc: 0.8395 Epoch 93/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.6183e-06 - acc: 1.000 - ETA: 5s - loss: 4.6148e-06 - acc: 1.000 - ETA: 4s - loss: 3.3146e-05 - acc: 1.000 - ETA: 4s - loss: 6.3517e-04 - acc: 1.000 - ETA: 4s - loss: 5.0268e-04 - acc: 1.000 - ETA: 4s - loss: 4.1511e-04 - acc: 1.000 - ETA: 4s - loss: 7.9736e-04 - acc: 1.000 - ETA: 4s - loss: 7.7459e-04 - acc: 1.000 - ETA: 4s - loss: 6.8626e-04 - acc: 1.000 - ETA: 4s - loss: 6.1315e-04 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 0.9988 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9980Epoch 00092: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0123 - acc: 0.9981 - val_loss: 1.2392 - val_acc: 0.8383 Epoch 94/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.0757e-05 - acc: 1.000 - ETA: 4s - loss: 0.1790 - acc: 0.9800 - ETA: 4s - loss: 0.0995 - acc: 0.988 - ETA: 4s - loss: 0.0690 - acc: 0.992 - ETA: 4s - loss: 0.0528 - acc: 0.994 - ETA: 4s - loss: 0.0427 - acc: 0.995 - ETA: 4s - loss: 0.0364 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0382 - acc: 0.996 - ETA: 4s - loss: 0.0485 - acc: 0.994 - ETA: 4s - loss: 0.0458 - acc: 0.994 - ETA: 4s - loss: 0.0428 - acc: 0.994 - ETA: 4s - loss: 0.0400 - acc: 0.995 - ETA: 4s - loss: 0.0378 - acc: 0.995 - ETA: 3s - loss: 0.0356 - acc: 0.995 - ETA: 3s - loss: 0.0337 - acc: 0.995 - ETA: 3s - loss: 0.0321 - acc: 0.996 - ETA: 3s - loss: 0.0305 - acc: 0.996 - ETA: 3s - loss: 0.0291 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0266 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.9982Epoch 00093: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0119 - acc: 0.9982 - val_loss: 1.2605 - val_acc: 0.8359 Epoch 95/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.4136e-05 - acc: 1.000 - ETA: 4s - loss: 1.0601e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.4380e-04 - acc: 1.000 - ETA: 4s - loss: 6.5551e-04 - acc: 1.000 - ETA: 4s - loss: 5.3866e-04 - acc: 1.000 - ETA: 4s - loss: 4.6613e-04 - acc: 1.000 - ETA: 4s - loss: 4.3155e-04 - acc: 1.000 - ETA: 4s - loss: 3.9001e-04 - acc: 1.000 - ETA: 4s - loss: 3.5069e-04 - acc: 1.000 - ETA: 4s - loss: 4.8184e-04 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9989 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9985Epoch 00094: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0123 - acc: 0.9985 - val_loss: 1.2654 - val_acc: 0.8311 Epoch 96/2000 6620/6680 [============================>.] - ETA: 0s - loss: 4.5300e-07 - acc: 1.000 - ETA: 3s - loss: 0.1475 - acc: 0.9833 - ETA: 3s - loss: 0.0885 - acc: 0.990 - ETA: 4s - loss: 0.0633 - acc: 0.992 - ETA: 4s - loss: 0.0492 - acc: 0.994 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0340 - acc: 0.995 - ETA: 4s - loss: 0.0333 - acc: 0.994 - ETA: 4s - loss: 0.0299 - acc: 0.994 - ETA: 4s - loss: 0.0270 - acc: 0.995 - ETA: 4s - loss: 0.0250 - acc: 0.995 - ETA: 4s - loss: 0.0230 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0202 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.9985Epoch 00095: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9985 - val_loss: 1.2549 - val_acc: 0.8311 Epoch 97/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.8247e-05 - acc: 1.000 - ETA: 3s - loss: 1.9159e-04 - acc: 1.000 - ETA: 4s - loss: 1.3894e-04 - acc: 1.000 - ETA: 4s - loss: 1.0274e-04 - acc: 1.000 - ETA: 4s - loss: 7.9016e-05 - acc: 1.000 - ETA: 4s - loss: 7.5955e-05 - acc: 1.000 - ETA: 4s - loss: 1.3372e-04 - acc: 1.000 - ETA: 4s - loss: 0.0279 - acc: 0.9983 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.9985Epoch 00096: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0135 - acc: 0.9985 - val_loss: 1.2712 - val_acc: 0.8395 Epoch 98/2000 6600/6680 [============================>.] - ETA: 0s - loss: 2.6912e-05 - acc: 1.000 - ETA: 3s - loss: 2.0053e-04 - acc: 1.000 - ETA: 4s - loss: 0.0903 - acc: 0.9944 - ETA: 4s - loss: 0.0625 - acc: 0.996 - ETA: 4s - loss: 0.0482 - acc: 0.997 - ETA: 4s - loss: 0.0392 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0165 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.9982Epoch 00097: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0130 - acc: 0.9982 - val_loss: 1.2637 - val_acc: 0.8395 Epoch 99/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.5860e-05 - acc: 1.000 - ETA: 5s - loss: 3.3742e-04 - acc: 1.000 - ETA: 5s - loss: 3.0796e-04 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.6232e-04 - acc: 1.000 - ETA: 4s - loss: 0.0330 - acc: 0.9980 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.9985Epoch 00098: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0127 - acc: 0.9985 - val_loss: 1.2430 - val_acc: 0.8347 Epoch 100/2000 6660/6680 [============================>.] - ETA: 1s - loss: 2.8223e-06 - acc: 1.000 - ETA: 4s - loss: 6.9705e-06 - acc: 1.000 - ETA: 4s - loss: 3.3153e-05 - acc: 1.000 - ETA: 4s - loss: 3.9442e-04 - acc: 1.000 - ETA: 4s - loss: 3.2620e-04 - acc: 1.000 - ETA: 4s - loss: 2.6972e-04 - acc: 1.000 - ETA: 4s - loss: 2.3623e-04 - acc: 1.000 - ETA: 4s - loss: 3.7775e-04 - acc: 1.000 - ETA: 4s - loss: 4.5688e-04 - acc: 1.000 - ETA: 4s - loss: 4.1215e-04 - acc: 1.000 - ETA: 4s - loss: 3.8569e-04 - acc: 1.000 - ETA: 4s - loss: 3.5264e-04 - acc: 1.000 - ETA: 4s - loss: 3.3506e-04 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9991 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.9983Epoch 00099: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0126 - acc: 0.9984 - val_loss: 1.2893 - val_acc: 0.8359 Epoch 101/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.7345e-06 - acc: 1.000 - ETA: 5s - loss: 0.1617 - acc: 0.9900 - ETA: 5s - loss: 0.1011 - acc: 0.993 - ETA: 5s - loss: 0.0674 - acc: 0.995 - ETA: 4s - loss: 0.0506 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0340 - acc: 0.997 - ETA: 4s - loss: 0.0579 - acc: 0.996 - ETA: 4s - loss: 0.0507 - acc: 0.996 - ETA: 4s - loss: 0.0456 - acc: 0.997 - ETA: 4s - loss: 0.0411 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0342 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.9985Epoch 00100: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0116 - acc: 0.9985 - val_loss: 1.2639 - val_acc: 0.8371 Epoch 102/2000 6600/6680 [============================>.] - ETA: 4s - loss: 7.4804e-07 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 0.9900 - ETA: 4s - loss: 0.0068 - acc: 0.994 - ETA: 4s - loss: 0.0048 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.9985Epoch 00101: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0120 - acc: 0.9985 - val_loss: 1.2933 - val_acc: 0.8359 Epoch 103/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.3786e-04 - acc: 1.000 - ETA: 3s - loss: 5.8654e-04 - acc: 1.000 - ETA: 3s - loss: 3.3721e-04 - acc: 1.000 - ETA: 4s - loss: 2.3611e-04 - acc: 1.000 - ETA: 4s - loss: 2.5874e-04 - acc: 1.000 - ETA: 4s - loss: 2.1579e-04 - acc: 1.000 - ETA: 4s - loss: 2.1535e-04 - acc: 1.000 - ETA: 4s - loss: 1.9001e-04 - acc: 1.000 - ETA: 4s - loss: 1.7635e-04 - acc: 1.000 - ETA: 4s - loss: 1.5977e-04 - acc: 1.000 - ETA: 4s - loss: 1.4560e-04 - acc: 1.000 - ETA: 4s - loss: 1.3392e-04 - acc: 1.000 - ETA: 4s - loss: 1.2365e-04 - acc: 1.000 - ETA: 4s - loss: 2.8513e-04 - acc: 1.000 - ETA: 3s - loss: 2.8354e-04 - acc: 1.000 - ETA: 3s - loss: 2.6728e-04 - acc: 1.000 - ETA: 3s - loss: 2.5305e-04 - acc: 1.000 - ETA: 3s - loss: 0.0034 - acc: 0.9993 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9985Epoch 00102: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9985 - val_loss: 1.2722 - val_acc: 0.8383 Epoch 104/2000 6620/6680 [============================>.] - ETA: 0s - loss: 0.1348 - acc: 0.950 - ETA: 3s - loss: 0.0270 - acc: 0.990 - ETA: 3s - loss: 0.0155 - acc: 0.994 - ETA: 4s - loss: 0.0107 - acc: 0.996 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.9980Epoch 00103: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0113 - acc: 0.9981 - val_loss: 1.2640 - val_acc: 0.8383 Epoch 105/2000 6640/6680 [============================>.] - ETA: 0s - loss: 7.6096e-05 - acc: 1.000 - ETA: 3s - loss: 5.7820e-04 - acc: 1.000 - ETA: 3s - loss: 4.9083e-04 - acc: 1.000 - ETA: 4s - loss: 3.5108e-04 - acc: 1.000 - ETA: 4s - loss: 2.9588e-04 - acc: 1.000 - ETA: 4s - loss: 2.6567e-04 - acc: 1.000 - ETA: 4s - loss: 2.7563e-04 - acc: 1.000 - ETA: 4s - loss: 2.6783e-04 - acc: 1.000 - ETA: 4s - loss: 2.4584e-04 - acc: 1.000 - ETA: 4s - loss: 2.7228e-04 - acc: 1.000 - ETA: 3s - loss: 2.9909e-04 - acc: 1.000 - ETA: 3s - loss: 2.9155e-04 - acc: 1.000 - ETA: 3s - loss: 2.7270e-04 - acc: 1.000 - ETA: 3s - loss: 2.6211e-04 - acc: 1.000 - ETA: 3s - loss: 2.4653e-04 - acc: 1.000 - ETA: 3s - loss: 2.3128e-04 - acc: 1.000 - ETA: 3s - loss: 2.3632e-04 - acc: 1.000 - ETA: 3s - loss: 2.2373e-04 - acc: 1.000 - ETA: 3s - loss: 2.1434e-04 - acc: 1.000 - ETA: 3s - loss: 2.0854e-04 - acc: 1.000 - ETA: 3s - loss: 1.9954e-04 - acc: 1.000 - ETA: 3s - loss: 1.9280e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9995 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.9983Epoch 00104: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0123 - acc: 0.9984 - val_loss: 1.2801 - val_acc: 0.8371 Epoch 106/2000 6600/6680 [============================>.] - ETA: 1s - loss: 9.8348e-07 - acc: 1.000 - ETA: 4s - loss: 2.1235e-05 - acc: 1.000 - ETA: 4s - loss: 3.9266e-05 - acc: 1.000 - ETA: 4s - loss: 1.3324e-04 - acc: 1.000 - ETA: 4s - loss: 2.3912e-04 - acc: 1.000 - ETA: 4s - loss: 1.9380e-04 - acc: 1.000 - ETA: 4s - loss: 1.6413e-04 - acc: 1.000 - ETA: 4s - loss: 4.2067e-04 - acc: 1.000 - ETA: 4s - loss: 4.0666e-04 - acc: 1.000 - ETA: 4s - loss: 0.0221 - acc: 0.9986 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.9988Epoch 00105: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9988 - val_loss: 1.2927 - val_acc: 0.8383 Epoch 107/2000 6640/6680 [============================>.] - ETA: 0s - loss: 2.8248e-04 - acc: 1.000 - ETA: 3s - loss: 1.2860e-04 - acc: 1.000 - ETA: 4s - loss: 7.2953e-05 - acc: 1.000 - ETA: 4s - loss: 8.0169e-05 - acc: 1.000 - ETA: 4s - loss: 6.4231e-05 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.9985Epoch 00106: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0114 - acc: 0.9985 - val_loss: 1.2889 - val_acc: 0.8347 Epoch 108/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.2384e-05 - acc: 1.000 - ETA: 4s - loss: 8.5086e-06 - acc: 1.000 - ETA: 4s - loss: 1.1976e-05 - acc: 1.000 - ETA: 4s - loss: 3.0529e-05 - acc: 1.000 - ETA: 4s - loss: 2.4533e-05 - acc: 1.000 - ETA: 4s - loss: 2.1582e-05 - acc: 1.000 - ETA: 4s - loss: 2.0000e-05 - acc: 1.000 - ETA: 4s - loss: 1.8167e-05 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.9985Epoch 00107: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9985 - val_loss: 1.3227 - val_acc: 0.8299 Epoch 109/2000 6660/6680 [============================>.] - ETA: 4s - loss: 6.1691e-07 - acc: 1.000 - ETA: 4s - loss: 9.0898e-07 - acc: 1.000 - ETA: 4s - loss: 1.5156e-05 - acc: 1.000 - ETA: 4s - loss: 2.7761e-05 - acc: 1.000 - ETA: 4s - loss: 2.1839e-05 - acc: 1.000 - ETA: 4s - loss: 1.9244e-05 - acc: 1.000 - ETA: 4s - loss: 1.6804e-05 - acc: 1.000 - ETA: 4s - loss: 1.5668e-05 - acc: 1.000 - ETA: 4s - loss: 1.8240e-05 - acc: 1.000 - ETA: 4s - loss: 2.7627e-05 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.9983Epoch 00108: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0121 - acc: 0.9984 - val_loss: 1.3032 - val_acc: 0.8407 Epoch 110/2000 6660/6680 [============================>.] - ETA: 0s - loss: 3.4243e-06 - acc: 1.000 - ETA: 3s - loss: 6.7939e-06 - acc: 1.000 - ETA: 4s - loss: 1.0325e-05 - acc: 1.000 - ETA: 4s - loss: 5.3250e-05 - acc: 1.000 - ETA: 4s - loss: 0.0287 - acc: 0.9971 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.9985Epoch 00109: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0126 - acc: 0.9985 - val_loss: 1.3369 - val_acc: 0.8323 Epoch 111/2000 6600/6680 [============================>.] - ETA: 0s - loss: 6.7949e-07 - acc: 1.000 - ETA: 3s - loss: 1.9098e-05 - acc: 1.000 - ETA: 4s - loss: 3.4578e-05 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0575 - acc: 0.995 - ETA: 4s - loss: 0.0483 - acc: 0.996 - ETA: 4s - loss: 0.0417 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.9985Epoch 00110: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0117 - acc: 0.9985 - val_loss: 1.3384 - val_acc: 0.8335 Epoch 112/2000 6600/6680 [============================>.] - ETA: 0s - loss: 5.5999e-06 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9917 - ETA: 3s - loss: 0.0060 - acc: 0.995 - ETA: 3s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00111: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0118 - acc: 0.9985 - val_loss: 1.3226 - val_acc: 0.8347 Epoch 113/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.7240e-05 - acc: 1.000 - ETA: 4s - loss: 9.4874e-06 - acc: 1.000 - ETA: 4s - loss: 2.9853e-05 - acc: 1.000 - ETA: 4s - loss: 3.9760e-04 - acc: 1.000 - ETA: 4s - loss: 3.8212e-04 - acc: 1.000 - ETA: 4s - loss: 3.2298e-04 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9980 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.9983Epoch 00112: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0119 - acc: 0.9984 - val_loss: 1.3352 - val_acc: 0.8407 Epoch 114/2000 6600/6680 [============================>.] - ETA: 0s - loss: 7.9817e-06 - acc: 1.000 - ETA: 3s - loss: 1.3251e-05 - acc: 1.000 - ETA: 4s - loss: 8.7309e-06 - acc: 1.000 - ETA: 4s - loss: 1.4522e-05 - acc: 1.000 - ETA: 4s - loss: 6.9906e-05 - acc: 1.000 - ETA: 4s - loss: 5.6991e-05 - acc: 1.000 - ETA: 4s - loss: 6.6785e-05 - acc: 1.000 - ETA: 4s - loss: 6.1336e-05 - acc: 1.000 - ETA: 4s - loss: 5.4870e-05 - acc: 1.000 - ETA: 4s - loss: 4.9063e-05 - acc: 1.000 - ETA: 4s - loss: 5.1777e-05 - acc: 1.000 - ETA: 4s - loss: 7.4251e-05 - acc: 1.000 - ETA: 3s - loss: 6.8773e-05 - acc: 1.000 - ETA: 3s - loss: 6.3778e-05 - acc: 1.000 - ETA: 3s - loss: 6.0101e-05 - acc: 1.000 - ETA: 3s - loss: 5.6946e-05 - acc: 1.000 - ETA: 3s - loss: 5.3706e-05 - acc: 1.000 - ETA: 3s - loss: 5.0682e-05 - acc: 1.000 - ETA: 3s - loss: 6.8105e-05 - acc: 1.000 - ETA: 3s - loss: 6.5549e-05 - acc: 1.000 - ETA: 3s - loss: 6.6827e-05 - acc: 1.000 - ETA: 3s - loss: 6.3889e-05 - acc: 1.000 - ETA: 3s - loss: 6.1739e-05 - acc: 1.000 - ETA: 3s - loss: 5.9169e-05 - acc: 1.000 - ETA: 3s - loss: 5.7085e-05 - acc: 1.000 - ETA: 3s - loss: 6.0574e-05 - acc: 1.000 - ETA: 3s - loss: 5.9266e-05 - acc: 1.000 - ETA: 3s - loss: 5.8617e-05 - acc: 1.000 - ETA: 3s - loss: 5.7378e-05 - acc: 1.000 - ETA: 3s - loss: 8.8647e-04 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.9992 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.9986Epoch 00113: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0115 - acc: 0.9987 - val_loss: 1.3319 - val_acc: 0.8359 Epoch 115/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.4305e-07 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 6.0384e-04 - acc: 1.000 - ETA: 4s - loss: 5.0409e-04 - acc: 1.000 - ETA: 4s - loss: 4.1157e-04 - acc: 1.000 - ETA: 4s - loss: 3.4512e-04 - acc: 1.000 - ETA: 4s - loss: 3.0525e-04 - acc: 1.000 - ETA: 4s - loss: 2.7284e-04 - acc: 1.000 - ETA: 4s - loss: 2.3994e-04 - acc: 1.000 - ETA: 4s - loss: 2.3357e-04 - acc: 1.000 - ETA: 4s - loss: 2.4429e-04 - acc: 1.000 - ETA: 4s - loss: 2.2440e-04 - acc: 1.000 - ETA: 4s - loss: 2.0701e-04 - acc: 1.000 - ETA: 3s - loss: 1.9188e-04 - acc: 1.000 - ETA: 3s - loss: 1.9250e-04 - acc: 1.000 - ETA: 3s - loss: 2.2031e-04 - acc: 1.000 - ETA: 3s - loss: 2.0703e-04 - acc: 1.000 - ETA: 3s - loss: 1.9612e-04 - acc: 1.000 - ETA: 3s - loss: 1.8545e-04 - acc: 1.000 - ETA: 3s - loss: 0.0106 - acc: 0.9994 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9988Epoch 00114: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9988 - val_loss: 1.3316 - val_acc: 0.8395 Epoch 116/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.6242e-06 - acc: 1.000 - ETA: 4s - loss: 3.0078e-06 - acc: 1.000 - ETA: 4s - loss: 5.3698e-04 - acc: 1.000 - ETA: 4s - loss: 3.8056e-04 - acc: 1.000 - ETA: 4s - loss: 3.3357e-04 - acc: 1.000 - ETA: 4s - loss: 2.7366e-04 - acc: 1.000 - ETA: 4s - loss: 2.3074e-04 - acc: 1.000 - ETA: 4s - loss: 0.0066 - acc: 0.9983 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.9982Epoch 00115: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9982 - val_loss: 1.3283 - val_acc: 0.8347 Epoch 117/2000 6620/6680 [============================>.] - ETA: 4s - loss: 6.3181e-07 - acc: 1.000 - ETA: 4s - loss: 9.0446e-06 - acc: 1.000 - ETA: 4s - loss: 1.6608e-04 - acc: 1.000 - ETA: 4s - loss: 1.1702e-04 - acc: 1.000 - ETA: 4s - loss: 8.9772e-05 - acc: 1.000 - ETA: 4s - loss: 7.9421e-05 - acc: 1.000 - ETA: 4s - loss: 6.6864e-05 - acc: 1.000 - ETA: 4s - loss: 6.2062e-05 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9985 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7641e-04 - acc: 0.998 - ETA: 4s - loss: 8.9697e-04 - acc: 0.999 - ETA: 4s - loss: 8.2945e-04 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.9982 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00116: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0119 - acc: 0.9984 - val_loss: 1.3173 - val_acc: 0.8335 Epoch 118/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1990e-05 - acc: 1.000 - ETA: 4s - loss: 5.3183e-05 - acc: 1.000 - ETA: 4s - loss: 3.5966e-05 - acc: 1.000 - ETA: 4s - loss: 4.2308e-05 - acc: 1.000 - ETA: 4s - loss: 3.6106e-05 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9976 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.9988Epoch 00117: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9988 - val_loss: 1.3357 - val_acc: 0.8383 Epoch 119/2000 6660/6680 [============================>.] - ETA: 4s - loss: 2.7597e-06 - acc: 1.000 - ETA: 4s - loss: 8.1540e-06 - acc: 1.000 - ETA: 4s - loss: 1.6931e-05 - acc: 1.000 - ETA: 4s - loss: 3.0809e-05 - acc: 1.000 - ETA: 4s - loss: 2.7389e-05 - acc: 1.000 - ETA: 4s - loss: 4.6139e-05 - acc: 1.000 - ETA: 4s - loss: 4.1848e-05 - acc: 1.000 - ETA: 4s - loss: 3.7105e-05 - acc: 1.000 - ETA: 4s - loss: 3.4046e-05 - acc: 1.000 - ETA: 4s - loss: 4.3329e-05 - acc: 1.000 - ETA: 4s - loss: 3.9316e-05 - acc: 1.000 - ETA: 4s - loss: 4.5325e-05 - acc: 1.000 - ETA: 4s - loss: 4.4012e-05 - acc: 1.000 - ETA: 4s - loss: 4.1427e-05 - acc: 1.000 - ETA: 4s - loss: 3.9743e-05 - acc: 1.000 - ETA: 4s - loss: 4.5550e-05 - acc: 1.000 - ETA: 3s - loss: 5.4875e-05 - acc: 1.000 - ETA: 3s - loss: 5.2867e-05 - acc: 1.000 - ETA: 3s - loss: 5.0862e-05 - acc: 1.000 - ETA: 3s - loss: 4.8443e-05 - acc: 1.000 - ETA: 3s - loss: 4.6209e-05 - acc: 1.000 - ETA: 3s - loss: 4.5572e-05 - acc: 1.000 - ETA: 3s - loss: 0.0041 - acc: 0.9994 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.9985Epoch 00118: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0127 - acc: 0.9985 - val_loss: 1.3438 - val_acc: 0.8359 Epoch 120/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.8865e-06 - acc: 1.000 - ETA: 4s - loss: 1.4719e-05 - acc: 1.000 - ETA: 4s - loss: 8.9582e-06 - acc: 1.000 - ETA: 4s - loss: 4.1976e-05 - acc: 1.000 - ETA: 4s - loss: 3.4136e-05 - acc: 1.000 - ETA: 4s - loss: 3.3392e-05 - acc: 1.000 - ETA: 4s - loss: 3.1689e-05 - acc: 1.000 - ETA: 4s - loss: 2.7611e-05 - acc: 1.000 - ETA: 4s - loss: 2.5616e-05 - acc: 1.000 - ETA: 4s - loss: 1.1145e-04 - acc: 1.000 - ETA: 4s - loss: 1.0123e-04 - acc: 1.000 - ETA: 4s - loss: 1.1756e-04 - acc: 1.000 - ETA: 4s - loss: 1.1451e-04 - acc: 1.000 - ETA: 3s - loss: 1.0625e-04 - acc: 1.000 - ETA: 3s - loss: 9.9203e-05 - acc: 1.000 - ETA: 3s - loss: 0.0133 - acc: 0.9992 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.9985Epoch 00119: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0124 - acc: 0.9985 - val_loss: 1.3374 - val_acc: 0.8335 Epoch 121/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0181 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2039e-04 - acc: 1.000 - ETA: 4s - loss: 7.9707e-04 - acc: 1.000 - ETA: 4s - loss: 7.1535e-04 - acc: 1.000 - ETA: 4s - loss: 6.3001e-04 - acc: 1.000 - ETA: 4s - loss: 7.3973e-04 - acc: 1.000 - ETA: 4s - loss: 6.6959e-04 - acc: 1.000 - ETA: 4s - loss: 6.2958e-04 - acc: 1.000 - ETA: 4s - loss: 0.0172 - acc: 0.9990 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.9986Epoch 00120: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0121 - acc: 0.9987 - val_loss: 1.3618 - val_acc: 0.8335 Epoch 122/2000 6660/6680 [============================>.] - ETA: 4s - loss: 5.7221e-07 - acc: 1.000 - ETA: 4s - loss: 1.0268e-05 - acc: 1.000 - ETA: 4s - loss: 7.4002e-06 - acc: 1.000 - ETA: 4s - loss: 1.2637e-04 - acc: 1.000 - ETA: 4s - loss: 0.0475 - acc: 0.9971 - ETA: 4s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.9986Epoch 00121: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0130 - acc: 0.9987 - val_loss: 1.3650 - val_acc: 0.8335 Epoch 123/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.2815e-06 - acc: 1.000 - ETA: 4s - loss: 1.3548e-05 - acc: 1.000 - ETA: 4s - loss: 3.0433e-05 - acc: 1.000 - ETA: 4s - loss: 2.2546e-05 - acc: 1.000 - ETA: 4s - loss: 3.3337e-05 - acc: 1.000 - ETA: 4s - loss: 3.0699e-05 - acc: 1.000 - ETA: 4s - loss: 0.0371 - acc: 0.9960 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0497 - acc: 0.995 - ETA: 4s - loss: 0.0453 - acc: 0.995 - ETA: 4s - loss: 0.0417 - acc: 0.995 - ETA: 4s - loss: 0.0386 - acc: 0.996 - ETA: 3s - loss: 0.0360 - acc: 0.996 - ETA: 3s - loss: 0.0336 - acc: 0.996 - ETA: 3s - loss: 0.0351 - acc: 0.996 - ETA: 3s - loss: 0.0331 - acc: 0.996 - ETA: 3s - loss: 0.0313 - acc: 0.996 - ETA: 3s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0282 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.9988Epoch 00122: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0117 - acc: 0.9988 - val_loss: 1.3667 - val_acc: 0.8371 Epoch 124/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.7849e-07 - acc: 1.000 - ETA: 3s - loss: 2.2375e-04 - acc: 1.000 - ETA: 4s - loss: 1.2920e-04 - acc: 1.000 - ETA: 4s - loss: 8.9891e-05 - acc: 1.000 - ETA: 4s - loss: 7.2940e-05 - acc: 1.000 - ETA: 4s - loss: 9.3255e-05 - acc: 1.000 - ETA: 4s - loss: 2.9292e-04 - acc: 1.000 - ETA: 4s - loss: 9.4432e-04 - acc: 1.000 - ETA: 4s - loss: 8.3021e-04 - acc: 1.000 - ETA: 4s - loss: 7.4072e-04 - acc: 1.000 - ETA: 4s - loss: 6.7059e-04 - acc: 1.000 - ETA: 4s - loss: 6.1251e-04 - acc: 1.000 - ETA: 3s - loss: 5.6919e-04 - acc: 1.000 - ETA: 3s - loss: 0.0161 - acc: 0.9991 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0249 - acc: 0.997 - ETA: 2s - loss: 0.0241 - acc: 0.997 - ETA: 2s - loss: 0.0234 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0227 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.9989Epoch 00123: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0116 - acc: 0.9990 - val_loss: 1.3624 - val_acc: 0.8335 Epoch 125/2000 6660/6680 [============================>.] - ETA: 0s - loss: 7.5400e-07 - acc: 1.000 - ETA: 3s - loss: 1.1053e-04 - acc: 1.000 - ETA: 3s - loss: 8.9135e-05 - acc: 1.000 - ETA: 4s - loss: 0.0316 - acc: 0.9962 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.9983Epoch 00124: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0117 - acc: 0.9984 - val_loss: 1.3334 - val_acc: 0.8359 Epoch 126/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 1.3525e-06 - acc: 1.000 - ETA: 4s - loss: 7.8664e-06 - acc: 1.000 - ETA: 4s - loss: 4.7441e-05 - acc: 1.000 - ETA: 4s - loss: 0.0184 - acc: 0.9971 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.9985Epoch 00125: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0121 - acc: 0.9985 - val_loss: 1.3703 - val_acc: 0.8287 Epoch 127/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.2122e-05 - acc: 1.000 - ETA: 4s - loss: 1.3103e-05 - acc: 1.000 - ETA: 4s - loss: 0.0131 - acc: 0.9944 - ETA: 4s - loss: 0.0090 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0344 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.996 - ETA: 4s - loss: 0.0288 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.996 - ETA: 3s - loss: 0.0360 - acc: 0.996 - ETA: 3s - loss: 0.0352 - acc: 0.995 - ETA: 3s - loss: 0.0333 - acc: 0.995 - ETA: 3s - loss: 0.0316 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0251 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.9985Epoch 00126: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0118 - acc: 0.9985 - val_loss: 1.3753 - val_acc: 0.8395 Epoch 128/2000 6620/6680 [============================>.] - ETA: 4s - loss: 2.2711e-04 - acc: 1.000 - ETA: 4s - loss: 1.0713e-04 - acc: 1.000 - ETA: 4s - loss: 6.8818e-05 - acc: 1.000 - ETA: 4s - loss: 4.9892e-05 - acc: 1.000 - ETA: 4s - loss: 3.8307e-05 - acc: 1.000 - ETA: 4s - loss: 3.2920e-05 - acc: 1.000 - ETA: 4s - loss: 8.4765e-05 - acc: 1.000 - ETA: 4s - loss: 7.3884e-05 - acc: 1.000 - ETA: 4s - loss: 6.6137e-05 - acc: 1.000 - ETA: 4s - loss: 6.7560e-05 - acc: 1.000 - ETA: 4s - loss: 6.1146e-05 - acc: 1.000 - ETA: 4s - loss: 5.6630e-05 - acc: 1.000 - ETA: 4s - loss: 5.2138e-05 - acc: 1.000 - ETA: 4s - loss: 7.3298e-05 - acc: 1.000 - ETA: 3s - loss: 8.1853e-04 - acc: 0.999 - ETA: 3s - loss: 7.6958e-04 - acc: 0.999 - ETA: 3s - loss: 7.2401e-04 - acc: 0.999 - ETA: 3s - loss: 6.9002e-04 - acc: 0.999 - ETA: 3s - loss: 7.3857e-04 - acc: 0.999 - ETA: 3s - loss: 7.0123e-04 - acc: 0.999 - ETA: 3s - loss: 9.1805e-04 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.9988 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.9986Epoch 00127: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0119 - acc: 0.9987 - val_loss: 1.3548 - val_acc: 0.8311 Epoch 129/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.0848e-06 - acc: 1.000 - ETA: 3s - loss: 3.8084e-06 - acc: 1.000 - ETA: 3s - loss: 4.3932e-06 - acc: 1.000 - ETA: 3s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9985Epoch 00128: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0121 - acc: 0.9985 - val_loss: 1.3710 - val_acc: 0.8335 Epoch 130/2000 6620/6680 [============================>.] - ETA: 4s - loss: 2.6171e-04 - acc: 1.000 - ETA: 4s - loss: 9.2825e-05 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9944 - ETA: 4s - loss: 0.0151 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.996 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.9983Epoch 00129: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0120 - acc: 0.9984 - val_loss: 1.3918 - val_acc: 0.8335 Epoch 131/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.5214e-04 - acc: 1.000 - ETA: 4s - loss: 9.5900e-05 - acc: 1.000 - ETA: 4s - loss: 5.4151e-05 - acc: 1.000 - ETA: 4s - loss: 8.4878e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.7362e-04 - acc: 1.000 - ETA: 4s - loss: 7.5341e-04 - acc: 1.000 - ETA: 4s - loss: 6.6300e-04 - acc: 1.000 - ETA: 4s - loss: 5.9391e-04 - acc: 1.000 - ETA: 4s - loss: 5.3734e-04 - acc: 1.000 - ETA: 4s - loss: 4.8973e-04 - acc: 1.000 - ETA: 4s - loss: 4.4987e-04 - acc: 1.000 - ETA: 4s - loss: 4.1605e-04 - acc: 1.000 - ETA: 4s - loss: 3.9657e-04 - acc: 1.000 - ETA: 4s - loss: 3.7081e-04 - acc: 1.000 - ETA: 4s - loss: 3.4816e-04 - acc: 1.000 - ETA: 3s - loss: 3.2900e-04 - acc: 1.000 - ETA: 3s - loss: 3.1156e-04 - acc: 1.000 - ETA: 3s - loss: 2.9544e-04 - acc: 1.000 - ETA: 3s - loss: 2.8098e-04 - acc: 1.000 - ETA: 3s - loss: 2.6841e-04 - acc: 1.000 - ETA: 3s - loss: 2.5762e-04 - acc: 1.000 - ETA: 3s - loss: 2.4658e-04 - acc: 1.000 - ETA: 3s - loss: 2.3660e-04 - acc: 1.000 - ETA: 3s - loss: 2.2768e-04 - acc: 1.000 - ETA: 3s - loss: 2.1918e-04 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.9995 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.9986Epoch 00130: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0114 - acc: 0.9987 - val_loss: 1.3774 - val_acc: 0.8323 Epoch 132/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.0384e-05 - acc: 1.000 - ETA: 3s - loss: 6.4558e-05 - acc: 1.000 - ETA: 4s - loss: 5.2985e-05 - acc: 1.000 - ETA: 4s - loss: 3.8002e-05 - acc: 1.000 - ETA: 4s - loss: 7.2254e-05 - acc: 1.000 - ETA: 4s - loss: 6.2844e-05 - acc: 1.000 - ETA: 4s - loss: 5.7098e-05 - acc: 1.000 - ETA: 4s - loss: 5.0471e-05 - acc: 1.000 - ETA: 4s - loss: 4.9656e-05 - acc: 1.000 - ETA: 4s - loss: 4.5548e-05 - acc: 1.000 - ETA: 3s - loss: 4.6279e-05 - acc: 1.000 - ETA: 3s - loss: 4.2294e-05 - acc: 1.000 - ETA: 3s - loss: 3.8902e-05 - acc: 1.000 - ETA: 3s - loss: 3.6972e-05 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9991 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9469e-04 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.9986 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.9986Epoch 00131: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0111 - acc: 0.9987 - val_loss: 1.3482 - val_acc: 0.8335 Epoch 133/2000 6600/6680 [============================>.] - ETA: 0s - loss: 2.3842e-06 - acc: 1.000 - ETA: 3s - loss: 3.5994e-05 - acc: 1.000 - ETA: 4s - loss: 3.3699e-05 - acc: 1.000 - ETA: 4s - loss: 2.3633e-05 - acc: 1.000 - ETA: 4s - loss: 2.9771e-04 - acc: 1.000 - ETA: 4s - loss: 2.4184e-04 - acc: 1.000 - ETA: 4s - loss: 2.3615e-04 - acc: 1.000 - ETA: 4s - loss: 2.0426e-04 - acc: 1.000 - ETA: 4s - loss: 5.6781e-04 - acc: 1.000 - ETA: 4s - loss: 5.0754e-04 - acc: 1.000 - ETA: 4s - loss: 5.2069e-04 - acc: 1.000 - ETA: 4s - loss: 4.7612e-04 - acc: 1.000 - ETA: 4s - loss: 6.6690e-04 - acc: 1.000 - ETA: 4s - loss: 6.1923e-04 - acc: 1.000 - ETA: 4s - loss: 5.7713e-04 - acc: 1.000 - ETA: 4s - loss: 5.4146e-04 - acc: 1.000 - ETA: 3s - loss: 5.0092e-04 - acc: 1.000 - ETA: 3s - loss: 4.7290e-04 - acc: 1.000 - ETA: 3s - loss: 4.4747e-04 - acc: 1.000 - ETA: 3s - loss: 4.2505e-04 - acc: 1.000 - ETA: 3s - loss: 4.2682e-04 - acc: 1.000 - ETA: 3s - loss: 4.0698e-04 - acc: 1.000 - ETA: 3s - loss: 3.8892e-04 - acc: 1.000 - ETA: 3s - loss: 3.7281e-04 - acc: 1.000 - ETA: 3s - loss: 3.5839e-04 - acc: 1.000 - ETA: 3s - loss: 3.4484e-04 - acc: 1.000 - ETA: 3s - loss: 3.3204e-04 - acc: 1.000 - ETA: 3s - loss: 3.2054e-04 - acc: 1.000 - ETA: 3s - loss: 3.0936e-04 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.9988Epoch 00132: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0111 - acc: 0.9988 - val_loss: 1.3782 - val_acc: 0.8323 Epoch 134/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.4796e-06 - acc: 1.000 - ETA: 3s - loss: 7.4721e-06 - acc: 1.000 - ETA: 4s - loss: 1.1972e-05 - acc: 1.000 - ETA: 4s - loss: 9.2306e-06 - acc: 1.000 - ETA: 4s - loss: 1.1157e-05 - acc: 1.000 - ETA: 4s - loss: 1.3524e-05 - acc: 1.000 - ETA: 4s - loss: 1.2574e-05 - acc: 1.000 - ETA: 4s - loss: 1.1255e-05 - acc: 1.000 - ETA: 4s - loss: 7.0294e-05 - acc: 1.000 - ETA: 4s - loss: 0.0068 - acc: 0.9986 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.9986Epoch 00133: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0114 - acc: 0.9987 - val_loss: 1.3761 - val_acc: 0.8323 Epoch 135/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.9073e-07 - acc: 1.000 - ETA: 3s - loss: 1.7940e-05 - acc: 1.000 - ETA: 4s - loss: 4.6188e-05 - acc: 1.000 - ETA: 4s - loss: 3.2376e-05 - acc: 1.000 - ETA: 4s - loss: 3.0651e-05 - acc: 1.000 - ETA: 4s - loss: 2.5683e-05 - acc: 1.000 - ETA: 4s - loss: 2.4934e-05 - acc: 1.000 - ETA: 4s - loss: 0.0107 - acc: 0.9983 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.9985Epoch 00134: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0118 - acc: 0.9985 - val_loss: 1.3871 - val_acc: 0.8359 Epoch 136/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.3739e-06 - acc: 1.000 - ETA: 4s - loss: 6.4404e-05 - acc: 1.000 - ETA: 4s - loss: 3.6071e-05 - acc: 1.000 - ETA: 4s - loss: 2.6727e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9261e-04 - acc: 1.000 - ETA: 4s - loss: 7.8497e-04 - acc: 1.000 - ETA: 4s - loss: 0.0123 - acc: 0.9973 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9988Epoch 00135: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4091 - val_acc: 0.8323 Epoch 137/2000 6660/6680 [============================>.] - ETA: 4s - loss: 9.8050e-07 - acc: 1.000 - ETA: 4s - loss: 5.0428e-06 - acc: 1.000 - ETA: 4s - loss: 6.5665e-04 - acc: 1.000 - ETA: 4s - loss: 4.8505e-04 - acc: 1.000 - ETA: 4s - loss: 6.0153e-04 - acc: 1.000 - ETA: 4s - loss: 4.8822e-04 - acc: 1.000 - ETA: 4s - loss: 4.1435e-04 - acc: 1.000 - ETA: 4s - loss: 3.5808e-04 - acc: 1.000 - ETA: 4s - loss: 3.1489e-04 - acc: 1.000 - ETA: 4s - loss: 2.8097e-04 - acc: 1.000 - ETA: 4s - loss: 2.5563e-04 - acc: 1.000 - ETA: 4s - loss: 2.3300e-04 - acc: 1.000 - ETA: 4s - loss: 2.1415e-04 - acc: 1.000 - ETA: 3s - loss: 2.0150e-04 - acc: 1.000 - ETA: 3s - loss: 1.9772e-04 - acc: 1.000 - ETA: 3s - loss: 1.8535e-04 - acc: 1.000 - ETA: 3s - loss: 1.7436e-04 - acc: 1.000 - ETA: 3s - loss: 1.8866e-04 - acc: 1.000 - ETA: 3s - loss: 1.7850e-04 - acc: 1.000 - ETA: 3s - loss: 1.6942e-04 - acc: 1.000 - ETA: 3s - loss: 1.6115e-04 - acc: 1.000 - ETA: 3s - loss: 2.1293e-04 - acc: 1.000 - ETA: 3s - loss: 2.0341e-04 - acc: 1.000 - ETA: 3s - loss: 3.4132e-04 - acc: 1.000 - ETA: 3s - loss: 3.2728e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9995 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9988Epoch 00136: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9988 - val_loss: 1.3827 - val_acc: 0.8323 Epoch 138/2000 6620/6680 [============================>.] - ETA: 5s - loss: 0.1942 - acc: 0.950 - ETA: 3s - loss: 0.0278 - acc: 0.992 - ETA: 4s - loss: 0.0177 - acc: 0.995 - ETA: 4s - loss: 0.0667 - acc: 0.993 - ETA: 4s - loss: 0.0527 - acc: 0.994 - ETA: 4s - loss: 0.0435 - acc: 0.995 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.995 - ETA: 4s - loss: 0.0328 - acc: 0.995 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0267 - acc: 0.996 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.9989Epoch 00137: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9990 - val_loss: 1.4140 - val_acc: 0.8311 Epoch 139/2000 6660/6680 [============================>.] - ETA: 3s - loss: 2.3932e-06 - acc: 1.000 - ETA: 4s - loss: 1.1906e-04 - acc: 1.000 - ETA: 4s - loss: 6.6377e-05 - acc: 1.000 - ETA: 4s - loss: 4.9141e-05 - acc: 1.000 - ETA: 4s - loss: 3.8007e-05 - acc: 1.000 - ETA: 4s - loss: 3.1313e-05 - acc: 1.000 - ETA: 4s - loss: 2.6677e-05 - acc: 1.000 - ETA: 4s - loss: 5.2360e-05 - acc: 1.000 - ETA: 4s - loss: 4.6455e-05 - acc: 1.000 - ETA: 4s - loss: 4.2108e-05 - acc: 1.000 - ETA: 4s - loss: 6.4617e-05 - acc: 1.000 - ETA: 4s - loss: 5.9242e-05 - acc: 1.000 - ETA: 4s - loss: 6.0116e-05 - acc: 1.000 - ETA: 4s - loss: 5.6308e-05 - acc: 1.000 - ETA: 3s - loss: 5.2675e-05 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.9992 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7033e-04 - acc: 0.999 - ETA: 3s - loss: 9.3344e-04 - acc: 0.999 - ETA: 3s - loss: 9.0071e-04 - acc: 0.999 - ETA: 3s - loss: 9.2772e-04 - acc: 0.999 - ETA: 3s - loss: 8.9710e-04 - acc: 0.999 - ETA: 3s - loss: 8.6765e-04 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.9992 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.9986Epoch 00138: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9987 - val_loss: 1.4071 - val_acc: 0.8299 Epoch 140/2000 6660/6680 [============================>.] - ETA: 3s - loss: 2.3246e-07 - acc: 1.000 - ETA: 4s - loss: 2.3437e-06 - acc: 1.000 - ETA: 4s - loss: 1.6971e-06 - acc: 1.000 - ETA: 4s - loss: 1.3457e-06 - acc: 1.000 - ETA: 4s - loss: 4.3665e-05 - acc: 1.000 - ETA: 4s - loss: 3.5398e-05 - acc: 1.000 - ETA: 4s - loss: 3.3966e-05 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9983 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.9988Epoch 00139: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0116 - acc: 0.9988 - val_loss: 1.4003 - val_acc: 0.8347 Epoch 141/2000 6660/6680 [============================>.] - ETA: 2s - loss: 2.2084e-06 - acc: 1.000 - ETA: 4s - loss: 1.1013e-04 - acc: 1.000 - ETA: 4s - loss: 6.5346e-05 - acc: 1.000 - ETA: 4s - loss: 0.1240 - acc: 0.9923 - ETA: 4s - loss: 0.0949 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0489 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 3s - loss: 0.0306 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.9985Epoch 00140: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9985 - val_loss: 1.4154 - val_acc: 0.8299 Epoch 142/2000 6660/6680 [============================>.] - ETA: 4s - loss: 3.4869e-07 - acc: 1.000 - ETA: 4s - loss: 5.2243e-06 - acc: 1.000 - ETA: 4s - loss: 3.0852e-06 - acc: 1.000 - ETA: 4s - loss: 1.6647e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.7737e-04 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9980 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9988Epoch 00141: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9988 - val_loss: 1.4028 - val_acc: 0.8311 Epoch 143/2000 6620/6680 [============================>.] - ETA: 4s - loss: 4.5426e-04 - acc: 1.000 - ETA: 5s - loss: 9.1334e-05 - acc: 1.000 - ETA: 4s - loss: 5.0907e-05 - acc: 1.000 - ETA: 4s - loss: 3.5336e-05 - acc: 1.000 - ETA: 4s - loss: 2.9994e-05 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0489 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.998 - ETA: 4s - loss: 0.0459 - acc: 0.997 - ETA: 4s - loss: 0.0427 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 3s - loss: 0.0369 - acc: 0.997 - ETA: 3s - loss: 0.0348 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0312 - acc: 0.998 - ETA: 3s - loss: 0.0297 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9983Epoch 00142: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0121 - acc: 0.9984 - val_loss: 1.4024 - val_acc: 0.8323 Epoch 144/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.5689e-06 - acc: 1.000 - ETA: 3s - loss: 1.1340e-06 - acc: 1.000 - ETA: 3s - loss: 9.0348e-06 - acc: 1.000 - ETA: 3s - loss: 6.8935e-06 - acc: 1.000 - ETA: 3s - loss: 5.7038e-06 - acc: 1.000 - ETA: 4s - loss: 1.0249e-05 - acc: 1.000 - ETA: 4s - loss: 8.8196e-06 - acc: 1.000 - ETA: 4s - loss: 7.6766e-06 - acc: 1.000 - ETA: 3s - loss: 7.7555e-06 - acc: 1.000 - ETA: 3s - loss: 7.3678e-06 - acc: 1.000 - ETA: 3s - loss: 6.7631e-06 - acc: 1.000 - ETA: 3s - loss: 6.3453e-06 - acc: 1.000 - ETA: 3s - loss: 4.5828e-05 - acc: 1.000 - ETA: 3s - loss: 4.2663e-05 - acc: 1.000 - ETA: 3s - loss: 4.5749e-05 - acc: 1.000 - ETA: 3s - loss: 4.3000e-05 - acc: 1.000 - ETA: 3s - loss: 4.0525e-05 - acc: 1.000 - ETA: 3s - loss: 3.8587e-05 - acc: 1.000 - ETA: 3s - loss: 3.6639e-05 - acc: 1.000 - ETA: 3s - loss: 0.0104 - acc: 0.9994 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.9988Epoch 00143: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9988 - val_loss: 1.4010 - val_acc: 0.8287 Epoch 145/2000 6620/6680 [============================>.] - ETA: 0s - loss: 2.3246e-07 - acc: 1.000 - ETA: 3s - loss: 0.0360 - acc: 0.9917 - ETA: 3s - loss: 0.0216 - acc: 0.995 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 4s - loss: 0.0121 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.9988Epoch 00144: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0122 - acc: 0.9988 - val_loss: 1.4122 - val_acc: 0.8323 Epoch 146/2000 6660/6680 [============================>.] - ETA: 2s - loss: 3.0965e-06 - acc: 1.000 - ETA: 4s - loss: 4.4903e-06 - acc: 1.000 - ETA: 4s - loss: 2.8778e-06 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0409 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.9985Epoch 00145: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0118 - acc: 0.9985 - val_loss: 1.3984 - val_acc: 0.8299 Epoch 147/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.0862e-07 - acc: 1.000 - ETA: 5s - loss: 1.2803e-05 - acc: 1.000 - ETA: 4s - loss: 7.5037e-06 - acc: 1.000 - ETA: 4s - loss: 1.1689e-05 - acc: 1.000 - ETA: 4s - loss: 8.9868e-06 - acc: 1.000 - ETA: 4s - loss: 2.7635e-05 - acc: 1.000 - ETA: 4s - loss: 2.4035e-05 - acc: 1.000 - ETA: 4s - loss: 7.6171e-05 - acc: 1.000 - ETA: 4s - loss: 6.7126e-05 - acc: 1.000 - ETA: 4s - loss: 6.0849e-05 - acc: 1.000 - ETA: 4s - loss: 5.5377e-05 - acc: 1.000 - ETA: 4s - loss: 9.6868e-05 - acc: 1.000 - ETA: 4s - loss: 8.8997e-05 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9991 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9985Epoch 00146: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9985 - val_loss: 1.4148 - val_acc: 0.8323 Epoch 148/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.5860e-05 - acc: 1.000 - ETA: 5s - loss: 5.3512e-06 - acc: 1.000 - ETA: 4s - loss: 3.2265e-06 - acc: 1.000 - ETA: 4s - loss: 8.4786e-06 - acc: 1.000 - ETA: 4s - loss: 1.1701e-04 - acc: 1.000 - ETA: 4s - loss: 9.4855e-05 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9980 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9989Epoch 00147: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.4069 - val_acc: 0.8299 Epoch 149/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.0527e-05 - acc: 1.000 - ETA: 4s - loss: 4.3586e-06 - acc: 1.000 - ETA: 4s - loss: 2.9313e-05 - acc: 1.000 - ETA: 4s - loss: 9.0846e-05 - acc: 1.000 - ETA: 4s - loss: 7.0221e-05 - acc: 1.000 - ETA: 4s - loss: 2.4496e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9980 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9986Epoch 00148: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9987 - val_loss: 1.3905 - val_acc: 0.8371 Epoch 150/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.6524e-07 - acc: 1.000 - ETA: 5s - loss: 1.7873e-05 - acc: 1.000 - ETA: 4s - loss: 1.1255e-05 - acc: 1.000 - ETA: 4s - loss: 7.5521e-05 - acc: 1.000 - ETA: 4s - loss: 7.7858e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.9064e-04 - acc: 1.000 - ETA: 4s - loss: 8.5444e-04 - acc: 1.000 - ETA: 4s - loss: 7.5117e-04 - acc: 1.000 - ETA: 4s - loss: 6.7010e-04 - acc: 1.000 - ETA: 4s - loss: 6.1535e-04 - acc: 1.000 - ETA: 4s - loss: 5.6196e-04 - acc: 1.000 - ETA: 4s - loss: 5.1611e-04 - acc: 1.000 - ETA: 4s - loss: 4.7718e-04 - acc: 1.000 - ETA: 4s - loss: 4.4378e-04 - acc: 1.000 - ETA: 4s - loss: 4.1474e-04 - acc: 1.000 - ETA: 3s - loss: 4.7009e-04 - acc: 1.000 - ETA: 3s - loss: 4.4325e-04 - acc: 1.000 - ETA: 3s - loss: 4.1903e-04 - acc: 1.000 - ETA: 3s - loss: 3.9729e-04 - acc: 1.000 - ETA: 3s - loss: 3.7776e-04 - acc: 1.000 - ETA: 3s - loss: 3.6021e-04 - acc: 1.000 - ETA: 3s - loss: 3.4408e-04 - acc: 1.000 - ETA: 3s - loss: 3.2930e-04 - acc: 1.000 - ETA: 3s - loss: 3.1574e-04 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9995 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.9986Epoch 00149: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9987 - val_loss: 1.4194 - val_acc: 0.8311 Epoch 151/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.5465e-07 - acc: 1.000 - ETA: 3s - loss: 0.0287 - acc: 0.9917 - ETA: 3s - loss: 0.0172 - acc: 0.995 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.9988Epoch 00150: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0112 - acc: 0.9988 - val_loss: 1.4227 - val_acc: 0.8299 Epoch 152/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.2577e-06 - acc: 1.000 - ETA: 5s - loss: 4.0870e-05 - acc: 1.000 - ETA: 4s - loss: 2.6257e-05 - acc: 1.000 - ETA: 4s - loss: 3.8710e-05 - acc: 1.000 - ETA: 4s - loss: 3.2308e-05 - acc: 1.000 - ETA: 4s - loss: 2.7076e-05 - acc: 1.000 - ETA: 4s - loss: 3.3363e-05 - acc: 1.000 - ETA: 4s - loss: 2.8989e-05 - acc: 1.000 - ETA: 4s - loss: 2.7156e-05 - acc: 1.000 - ETA: 4s - loss: 2.4269e-05 - acc: 1.000 - ETA: 4s - loss: 2.2045e-05 - acc: 1.000 - ETA: 4s - loss: 2.0223e-05 - acc: 1.000 - ETA: 4s - loss: 1.8615e-05 - acc: 1.000 - ETA: 4s - loss: 4.4089e-05 - acc: 1.000 - ETA: 3s - loss: 4.2131e-05 - acc: 1.000 - ETA: 3s - loss: 3.9552e-05 - acc: 1.000 - ETA: 3s - loss: 3.9815e-05 - acc: 1.000 - ETA: 3s - loss: 3.7854e-05 - acc: 1.000 - ETA: 3s - loss: 3.5796e-05 - acc: 1.000 - ETA: 3s - loss: 3.7624e-05 - acc: 1.000 - ETA: 3s - loss: 3.7541e-05 - acc: 1.000 - ETA: 3s - loss: 3.6645e-05 - acc: 1.000 - ETA: 3s - loss: 3.5047e-05 - acc: 1.000 - ETA: 3s - loss: 4.4322e-05 - acc: 1.000 - ETA: 3s - loss: 4.3511e-05 - acc: 1.000 - ETA: 3s - loss: 0.0043 - acc: 0.9995 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9986Epoch 00151: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9987 - val_loss: 1.4053 - val_acc: 0.8287 Epoch 153/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.7716e-07 - acc: 1.000 - ETA: 3s - loss: 1.1946e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 7.0083e-04 - acc: 1.000 - ETA: 4s - loss: 7.4878e-04 - acc: 1.000 - ETA: 4s - loss: 6.0957e-04 - acc: 1.000 - ETA: 4s - loss: 5.1209e-04 - acc: 1.000 - ETA: 4s - loss: 4.4149e-04 - acc: 1.000 - ETA: 4s - loss: 3.8843e-04 - acc: 1.000 - ETA: 4s - loss: 3.4653e-04 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9988 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.9986Epoch 00152: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0111 - acc: 0.9987 - val_loss: 1.4187 - val_acc: 0.8287 Epoch 154/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2487e-06 - acc: 1.000 - ETA: 3s - loss: 7.0866e-06 - acc: 1.000 - ETA: 3s - loss: 1.1561e-04 - acc: 1.000 - ETA: 4s - loss: 8.5123e-05 - acc: 1.000 - ETA: 4s - loss: 6.5523e-05 - acc: 1.000 - ETA: 4s - loss: 5.3570e-05 - acc: 1.000 - ETA: 4s - loss: 5.1259e-05 - acc: 1.000 - ETA: 4s - loss: 8.6055e-05 - acc: 1.000 - ETA: 4s - loss: 7.5652e-05 - acc: 1.000 - ETA: 4s - loss: 6.9482e-05 - acc: 1.000 - ETA: 4s - loss: 6.3323e-05 - acc: 1.000 - ETA: 3s - loss: 5.7761e-05 - acc: 1.000 - ETA: 3s - loss: 5.3724e-05 - acc: 1.000 - ETA: 3s - loss: 5.6735e-05 - acc: 1.000 - ETA: 3s - loss: 5.2829e-05 - acc: 1.000 - ETA: 3s - loss: 4.9405e-05 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00153: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9985 - val_loss: 1.4245 - val_acc: 0.8335 Epoch 155/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 2.4736e-07 - acc: 1.000 - ETA: 4s - loss: 9.9748e-06 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.5915e-04 - acc: 1.000 - ETA: 4s - loss: 8.0835e-04 - acc: 1.000 - ETA: 4s - loss: 6.9835e-04 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 0.9985 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.9988Epoch 00154: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0111 - acc: 0.9988 - val_loss: 1.4365 - val_acc: 0.8299 Epoch 156/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.9699e-06 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0896 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0473 - acc: 0.996 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9986Epoch 00155: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9987 - val_loss: 1.4321 - val_acc: 0.8311 Epoch 157/2000 6660/6680 [============================>.] - ETA: 7s - loss: 2.6176e-05 - acc: 1.000 - ETA: 5s - loss: 5.9868e-06 - acc: 1.000 - ETA: 5s - loss: 3.7664e-06 - acc: 1.000 - ETA: 5s - loss: 3.4006e-06 - acc: 1.000 - ETA: 5s - loss: 3.2581e-06 - acc: 1.000 - ETA: 4s - loss: 2.6160e-06 - acc: 1.000 - ETA: 4s - loss: 2.4553e-06 - acc: 1.000 - ETA: 4s - loss: 2.1690e-06 - acc: 1.000 - ETA: 4s - loss: 2.9092e-06 - acc: 1.000 - ETA: 4s - loss: 5.2110e-06 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9988 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.9989Epoch 00156: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0114 - acc: 0.9990 - val_loss: 1.4458 - val_acc: 0.8323 Epoch 158/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.5795e-06 - acc: 1.000 - ETA: 3s - loss: 5.0009e-07 - acc: 1.000 - ETA: 4s - loss: 5.4373e-07 - acc: 1.000 - ETA: 4s - loss: 6.0430e-07 - acc: 1.000 - ETA: 4s - loss: 5.0191e-07 - acc: 1.000 - ETA: 4s - loss: 6.2699e-07 - acc: 1.000 - ETA: 4s - loss: 1.1314e-06 - acc: 1.000 - ETA: 4s - loss: 1.2825e-06 - acc: 1.000 - ETA: 4s - loss: 1.5476e-06 - acc: 1.000 - ETA: 4s - loss: 5.2310e-06 - acc: 1.000 - ETA: 4s - loss: 6.6435e-06 - acc: 1.000 - ETA: 3s - loss: 6.1324e-06 - acc: 1.000 - ETA: 3s - loss: 5.6564e-06 - acc: 1.000 - ETA: 3s - loss: 5.4535e-06 - acc: 1.000 - ETA: 3s - loss: 5.1443e-06 - acc: 1.000 - ETA: 3s - loss: 4.9916e-06 - acc: 1.000 - ETA: 3s - loss: 4.7145e-06 - acc: 1.000 - ETA: 3s - loss: 4.4543e-06 - acc: 1.000 - ETA: 3s - loss: 4.2849e-06 - acc: 1.000 - ETA: 3s - loss: 0.0105 - acc: 0.9994 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.9986Epoch 00157: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0117 - acc: 0.9987 - val_loss: 1.4406 - val_acc: 0.8323 Epoch 159/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5004e-04 - acc: 1.000 - ETA: 4s - loss: 8.3945e-05 - acc: 1.000 - ETA: 4s - loss: 5.8313e-05 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9971 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00158: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.4690 - val_acc: 0.8251 Epoch 160/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.3232e-06 - acc: 1.000 - ETA: 4s - loss: 3.9101e-07 - acc: 1.000 - ETA: 4s - loss: 2.9504e-07 - acc: 1.000 - ETA: 4s - loss: 1.1543e-06 - acc: 1.000 - ETA: 4s - loss: 9.6723e-07 - acc: 1.000 - ETA: 4s - loss: 1.2311e-06 - acc: 1.000 - ETA: 4s - loss: 1.1234e-06 - acc: 1.000 - ETA: 4s - loss: 1.0117e-06 - acc: 1.000 - ETA: 4s - loss: 1.6999e-06 - acc: 1.000 - ETA: 4s - loss: 9.3609e-06 - acc: 1.000 - ETA: 4s - loss: 8.4769e-06 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9989 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.9985Epoch 00159: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0111 - acc: 0.9985 - val_loss: 1.4286 - val_acc: 0.8299 Epoch 161/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.5063e-06 - acc: 1.000 - ETA: 4s - loss: 2.7342e-06 - acc: 1.000 - ETA: 4s - loss: 1.7173e-06 - acc: 1.000 - ETA: 4s - loss: 2.1558e-05 - acc: 1.000 - ETA: 4s - loss: 1.8123e-05 - acc: 1.000 - ETA: 4s - loss: 1.4696e-05 - acc: 1.000 - ETA: 4s - loss: 1.2387e-05 - acc: 1.000 - ETA: 4s - loss: 1.1043e-05 - acc: 1.000 - ETA: 4s - loss: 1.0069e-05 - acc: 1.000 - ETA: 4s - loss: 0.0102 - acc: 0.9986 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0292 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.996 - ETA: 3s - loss: 0.0302 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 2s - loss: 0.0253 - acc: 0.997 - ETA: 2s - loss: 0.0245 - acc: 0.997 - ETA: 2s - loss: 0.0237 - acc: 0.997 - ETA: 2s - loss: 0.0249 - acc: 0.997 - ETA: 2s - loss: 0.0241 - acc: 0.997 - ETA: 2s - loss: 0.0234 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00160: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4281 - val_acc: 0.8287 Epoch 162/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.8179e-07 - acc: 1.000 - ETA: 3s - loss: 1.4001e-06 - acc: 1.000 - ETA: 4s - loss: 2.0936e-06 - acc: 1.000 - ETA: 4s - loss: 0.0082 - acc: 0.9962 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00161: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.4461 - val_acc: 0.8299 Epoch 163/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.7224e-04 - acc: 1.000 - ETA: 4s - loss: 4.0321e-04 - acc: 1.000 - ETA: 4s - loss: 2.2442e-04 - acc: 1.000 - ETA: 4s - loss: 1.5561e-04 - acc: 1.000 - ETA: 4s - loss: 1.1906e-04 - acc: 1.000 - ETA: 4s - loss: 0.0386 - acc: 0.9976 - ETA: 4s - loss: 0.0324 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00162: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.4646 - val_acc: 0.8287 Epoch 164/2000 6600/6680 [============================>.] - ETA: 5s - loss: 6.8252e-06 - acc: 1.000 - ETA: 4s - loss: 2.0988e-06 - acc: 1.000 - ETA: 4s - loss: 0.0073 - acc: 0.9944 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9983Epoch 00163: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9984 - val_loss: 1.4407 - val_acc: 0.8299 Epoch 165/2000 6660/6680 [============================>.] - ETA: 4s - loss: 2.9206e-07 - acc: 1.000 - ETA: 4s - loss: 4.5725e-05 - acc: 1.000 - ETA: 4s - loss: 2.5523e-05 - acc: 1.000 - ETA: 4s - loss: 1.7844e-05 - acc: 1.000 - ETA: 4s - loss: 2.2133e-05 - acc: 1.000 - ETA: 4s - loss: 1.8050e-05 - acc: 1.000 - ETA: 4s - loss: 1.7490e-05 - acc: 1.000 - ETA: 4s - loss: 1.5132e-05 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00164: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.4372 - val_acc: 0.8323 Epoch 166/2000 6600/6680 [============================>.] - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0264 - acc: 0.990 - ETA: 4s - loss: 0.0147 - acc: 0.994 - ETA: 4s - loss: 0.0102 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00165: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.4609 - val_acc: 0.8323 Epoch 167/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.3709e-07 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 7.7499e-04 - acc: 1.000 - ETA: 4s - loss: 5.3660e-04 - acc: 1.000 - ETA: 4s - loss: 4.1041e-04 - acc: 1.000 - ETA: 4s - loss: 3.3234e-04 - acc: 1.000 - ETA: 4s - loss: 2.8789e-04 - acc: 1.000 - ETA: 4s - loss: 2.4824e-04 - acc: 1.000 - ETA: 4s - loss: 2.1818e-04 - acc: 1.000 - ETA: 4s - loss: 1.9466e-04 - acc: 1.000 - ETA: 4s - loss: 1.7570e-04 - acc: 1.000 - ETA: 4s - loss: 1.6014e-04 - acc: 1.000 - ETA: 3s - loss: 1.6913e-04 - acc: 1.000 - ETA: 3s - loss: 1.5979e-04 - acc: 1.000 - ETA: 3s - loss: 1.4923e-04 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9992 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9986Epoch 00166: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9987 - val_loss: 1.4537 - val_acc: 0.8299 Epoch 168/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.4244e-06 - acc: 1.000 - ETA: 4s - loss: 1.4591e-06 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0518 - acc: 0.994 - ETA: 4s - loss: 0.0420 - acc: 0.995 - ETA: 4s - loss: 0.0352 - acc: 0.996 - ETA: 4s - loss: 0.0304 - acc: 0.996 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0456 - acc: 0.995 - ETA: 4s - loss: 0.0412 - acc: 0.996 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00167: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.4533 - val_acc: 0.8287 Epoch 169/2000 6600/6680 [============================>.] - ETA: 0s - loss: 3.5084e-05 - acc: 1.000 - ETA: 3s - loss: 5.4742e-05 - acc: 1.000 - ETA: 4s - loss: 3.1617e-05 - acc: 1.000 - ETA: 4s - loss: 2.1989e-05 - acc: 1.000 - ETA: 4s - loss: 2.1496e-05 - acc: 1.000 - ETA: 4s - loss: 2.2709e-04 - acc: 1.000 - ETA: 4s - loss: 1.9086e-04 - acc: 1.000 - ETA: 4s - loss: 1.6456e-04 - acc: 1.000 - ETA: 4s - loss: 1.4523e-04 - acc: 1.000 - ETA: 4s - loss: 1.2966e-04 - acc: 1.000 - ETA: 4s - loss: 1.7037e-04 - acc: 1.000 - ETA: 3s - loss: 1.5525e-04 - acc: 1.000 - ETA: 3s - loss: 2.3008e-04 - acc: 1.000 - ETA: 3s - loss: 2.1275e-04 - acc: 1.000 - ETA: 3s - loss: 4.3497e-04 - acc: 1.000 - ETA: 3s - loss: 4.2048e-04 - acc: 1.000 - ETA: 3s - loss: 3.9465e-04 - acc: 1.000 - ETA: 3s - loss: 3.7374e-04 - acc: 1.000 - ETA: 3s - loss: 3.5343e-04 - acc: 1.000 - ETA: 3s - loss: 3.3539e-04 - acc: 1.000 - ETA: 3s - loss: 3.1886e-04 - acc: 1.000 - ETA: 3s - loss: 3.0387e-04 - acc: 1.000 - ETA: 3s - loss: 3.6921e-04 - acc: 1.000 - ETA: 3s - loss: 3.5335e-04 - acc: 1.000 - ETA: 3s - loss: 3.3892e-04 - acc: 1.000 - ETA: 3s - loss: 3.2552e-04 - acc: 1.000 - ETA: 3s - loss: 3.2921e-04 - acc: 1.000 - ETA: 3s - loss: 3.1750e-04 - acc: 1.000 - ETA: 3s - loss: 3.0646e-04 - acc: 1.000 - ETA: 3s - loss: 3.6890e-04 - acc: 1.000 - ETA: 3s - loss: 3.5672e-04 - acc: 1.000 - ETA: 2s - loss: 3.4531e-04 - acc: 1.000 - ETA: 2s - loss: 3.3470e-04 - acc: 1.000 - ETA: 2s - loss: 3.2467e-04 - acc: 1.000 - ETA: 2s - loss: 0.0062 - acc: 0.9996 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00168: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4557 - val_acc: 0.8299 Epoch 170/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 8.7669e-04 - acc: 1.000 - ETA: 3s - loss: 5.3057e-04 - acc: 1.000 - ETA: 3s - loss: 3.7917e-04 - acc: 1.000 - ETA: 3s - loss: 3.2682e-04 - acc: 1.000 - ETA: 3s - loss: 2.6750e-04 - acc: 1.000 - ETA: 4s - loss: 2.2638e-04 - acc: 1.000 - ETA: 4s - loss: 1.9711e-04 - acc: 1.000 - ETA: 4s - loss: 1.8599e-04 - acc: 1.000 - ETA: 4s - loss: 1.6751e-04 - acc: 1.000 - ETA: 3s - loss: 1.5181e-04 - acc: 1.000 - ETA: 3s - loss: 1.3868e-04 - acc: 1.000 - ETA: 3s - loss: 1.2773e-04 - acc: 1.000 - ETA: 3s - loss: 1.1856e-04 - acc: 1.000 - ETA: 3s - loss: 1.1040e-04 - acc: 1.000 - ETA: 3s - loss: 1.0329e-04 - acc: 1.000 - ETA: 3s - loss: 9.7046e-05 - acc: 1.000 - ETA: 3s - loss: 9.1519e-05 - acc: 1.000 - ETA: 3s - loss: 8.6996e-05 - acc: 1.000 - ETA: 3s - loss: 8.2555e-05 - acc: 1.000 - ETA: 3s - loss: 7.8617e-05 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00169: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.4568 - val_acc: 0.8275 Epoch 171/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.3159e-05 - acc: 1.000 - ETA: 4s - loss: 2.9037e-06 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9944 - ETA: 4s - loss: 0.0094 - acc: 0.996 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9986Epoch 00170: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9987 - val_loss: 1.4651 - val_acc: 0.8275 Epoch 172/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.9789e-07 - acc: 1.000 - ETA: 4s - loss: 3.7187e-07 - acc: 1.000 - ETA: 4s - loss: 3.6703e-07 - acc: 1.000 - ETA: 4s - loss: 3.3396e-07 - acc: 1.000 - ETA: 4s - loss: 4.9260e-07 - acc: 1.000 - ETA: 4s - loss: 3.3497e-05 - acc: 1.000 - ETA: 4s - loss: 2.9083e-05 - acc: 1.000 - ETA: 4s - loss: 2.5630e-05 - acc: 1.000 - ETA: 4s - loss: 2.3722e-05 - acc: 1.000 - ETA: 4s - loss: 2.1473e-05 - acc: 1.000 - ETA: 4s - loss: 1.9633e-05 - acc: 1.000 - ETA: 4s - loss: 2.1850e-05 - acc: 1.000 - ETA: 4s - loss: 2.0454e-05 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00171: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.4475 - val_acc: 0.8323 Epoch 173/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.2447e-05 - acc: 1.000 - ETA: 3s - loss: 3.0932e-06 - acc: 1.000 - ETA: 3s - loss: 2.2688e-06 - acc: 1.000 - ETA: 4s - loss: 1.7532e-06 - acc: 1.000 - ETA: 4s - loss: 4.2094e-06 - acc: 1.000 - ETA: 4s - loss: 5.1025e-06 - acc: 1.000 - ETA: 4s - loss: 8.1844e-06 - acc: 1.000 - ETA: 4s - loss: 7.3179e-06 - acc: 1.000 - ETA: 4s - loss: 6.4369e-06 - acc: 1.000 - ETA: 4s - loss: 5.8814e-06 - acc: 1.000 - ETA: 4s - loss: 6.1964e-06 - acc: 1.000 - ETA: 4s - loss: 5.6532e-06 - acc: 1.000 - ETA: 4s - loss: 5.2330e-06 - acc: 1.000 - ETA: 3s - loss: 5.0516e-06 - acc: 1.000 - ETA: 3s - loss: 4.7107e-06 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 0.9992 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00172: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.4336 - val_acc: 0.8287 Epoch 174/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.8477e-07 - acc: 1.000 - ETA: 4s - loss: 3.1599e-05 - acc: 1.000 - ETA: 4s - loss: 1.7848e-05 - acc: 1.000 - ETA: 4s - loss: 1.2419e-05 - acc: 1.000 - ETA: 4s - loss: 9.6844e-06 - acc: 1.000 - ETA: 4s - loss: 7.9815e-06 - acc: 1.000 - ETA: 4s - loss: 6.7759e-06 - acc: 1.000 - ETA: 4s - loss: 5.9185e-06 - acc: 1.000 - ETA: 4s - loss: 5.6259e-06 - acc: 1.000 - ETA: 4s - loss: 5.2869e-06 - acc: 1.000 - ETA: 4s - loss: 4.8240e-06 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9989 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9985Epoch 00173: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9985 - val_loss: 1.4680 - val_acc: 0.8263 Epoch 175/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.9670e-07 - acc: 1.000 - ETA: 4s - loss: 5.3645e-07 - acc: 1.000 - ETA: 4s - loss: 4.5438e-07 - acc: 1.000 - ETA: 4s - loss: 3.8866e-07 - acc: 1.000 - ETA: 4s - loss: 9.3984e-07 - acc: 1.000 - ETA: 4s - loss: 1.3953e-05 - acc: 1.000 - ETA: 4s - loss: 1.4048e-05 - acc: 1.000 - ETA: 4s - loss: 1.4679e-05 - acc: 1.000 - ETA: 4s - loss: 1.1356e-04 - acc: 1.000 - ETA: 4s - loss: 1.0817e-04 - acc: 1.000 - ETA: 4s - loss: 9.8578e-05 - acc: 1.000 - ETA: 4s - loss: 9.0594e-05 - acc: 1.000 - ETA: 3s - loss: 8.4048e-05 - acc: 1.000 - ETA: 3s - loss: 7.8175e-05 - acc: 1.000 - ETA: 3s - loss: 8.8463e-05 - acc: 1.000 - ETA: 3s - loss: 8.3070e-05 - acc: 1.000 - ETA: 3s - loss: 7.8588e-05 - acc: 1.000 - ETA: 3s - loss: 7.4631e-05 - acc: 1.000 - ETA: 3s - loss: 7.0783e-05 - acc: 1.000 - ETA: 3s - loss: 0.0197 - acc: 0.9988 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00174: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.4784 - val_acc: 0.8287 Epoch 176/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.0266e-07 - acc: 1.000 - ETA: 3s - loss: 2.2054e-07 - acc: 1.000 - ETA: 4s - loss: 3.8390e-06 - acc: 1.000 - ETA: 4s - loss: 3.8073e-06 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00175: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.4778 - val_acc: 0.8311 Epoch 177/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.7285e-07 - acc: 1.000 - ETA: 4s - loss: 2.0504e-07 - acc: 1.000 - ETA: 4s - loss: 2.7153e-07 - acc: 1.000 - ETA: 4s - loss: 5.9102e-06 - acc: 1.000 - ETA: 4s - loss: 4.6505e-06 - acc: 1.000 - ETA: 4s - loss: 3.8355e-06 - acc: 1.000 - ETA: 4s - loss: 3.3278e-06 - acc: 1.000 - ETA: 4s - loss: 3.3896e-06 - acc: 1.000 - ETA: 4s - loss: 4.4797e-06 - acc: 1.000 - ETA: 4s - loss: 2.9058e-05 - acc: 1.000 - ETA: 4s - loss: 2.6244e-05 - acc: 1.000 - ETA: 4s - loss: 2.3931e-05 - acc: 1.000 - ETA: 4s - loss: 2.1994e-05 - acc: 1.000 - ETA: 4s - loss: 2.0365e-05 - acc: 1.000 - ETA: 4s - loss: 1.8989e-05 - acc: 1.000 - ETA: 3s - loss: 1.7878e-05 - acc: 1.000 - ETA: 3s - loss: 9.2266e-05 - acc: 1.000 - ETA: 3s - loss: 8.8018e-05 - acc: 1.000 - ETA: 3s - loss: 8.3213e-05 - acc: 1.000 - ETA: 3s - loss: 7.8899e-05 - acc: 1.000 - ETA: 3s - loss: 7.5071e-05 - acc: 1.000 - ETA: 3s - loss: 7.1547e-05 - acc: 1.000 - ETA: 3s - loss: 6.8987e-05 - acc: 1.000 - ETA: 3s - loss: 6.6062e-05 - acc: 1.000 - ETA: 3s - loss: 6.3350e-05 - acc: 1.000 - ETA: 3s - loss: 6.2251e-05 - acc: 1.000 - ETA: 3s - loss: 5.9941e-05 - acc: 1.000 - ETA: 3s - loss: 5.7749e-05 - acc: 1.000 - ETA: 3s - loss: 5.5724e-05 - acc: 1.000 - ETA: 3s - loss: 5.3843e-05 - acc: 1.000 - ETA: 3s - loss: 5.2073e-05 - acc: 1.000 - ETA: 3s - loss: 5.2834e-05 - acc: 1.000 - ETA: 2s - loss: 5.1205e-05 - acc: 1.000 - ETA: 2s - loss: 5.0009e-05 - acc: 1.000 - ETA: 2s - loss: 4.8574e-05 - acc: 1.000 - ETA: 2s - loss: 4.7269e-05 - acc: 1.000 - ETA: 2s - loss: 4.6033e-05 - acc: 1.000 - ETA: 2s - loss: 0.0109 - acc: 0.9993 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 00176: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4544 - val_acc: 0.8275 Epoch 178/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.5034e-07 - acc: 1.000 - ETA: 3s - loss: 2.6107e-07 - acc: 1.000 - ETA: 4s - loss: 3.7377e-06 - acc: 1.000 - ETA: 4s - loss: 5.5198e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9106e-04 - acc: 1.000 - ETA: 4s - loss: 9.7662e-04 - acc: 1.000 - ETA: 4s - loss: 8.7393e-04 - acc: 1.000 - ETA: 4s - loss: 7.9218e-04 - acc: 1.000 - ETA: 4s - loss: 7.2178e-04 - acc: 1.000 - ETA: 4s - loss: 6.6287e-04 - acc: 1.000 - ETA: 3s - loss: 6.1288e-04 - acc: 1.000 - ETA: 3s - loss: 5.7018e-04 - acc: 1.000 - ETA: 3s - loss: 5.3413e-04 - acc: 1.000 - ETA: 3s - loss: 0.0129 - acc: 0.9992 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9989Epoch 00177: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.4701 - val_acc: 0.8323 Epoch 179/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.995 - ETA: 4s - loss: 0.0465 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0332 - acc: 0.996 - ETA: 3s - loss: 0.0310 - acc: 0.996 - ETA: 3s - loss: 0.0290 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00178: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9985 - val_loss: 1.4685 - val_acc: 0.8263 Epoch 180/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9917 - ETA: 3s - loss: 0.0107 - acc: 0.995 - ETA: 4s - loss: 0.0077 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0304 - acc: 0.996 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0452 - acc: 0.996 - ETA: 4s - loss: 0.0459 - acc: 0.995 - ETA: 4s - loss: 0.0419 - acc: 0.995 - ETA: 4s - loss: 0.0385 - acc: 0.996 - ETA: 3s - loss: 0.0357 - acc: 0.996 - ETA: 3s - loss: 0.0332 - acc: 0.996 - ETA: 3s - loss: 0.0311 - acc: 0.996 - ETA: 3s - loss: 0.0292 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9985Epoch 00179: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9985 - val_loss: 1.4569 - val_acc: 0.8275 Epoch 181/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7285e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0361 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00180: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4777 - val_acc: 0.8299 Epoch 182/2000 6600/6680 [============================>.] - ETA: 1s - loss: 3.0100e-07 - acc: 1.000 - ETA: 4s - loss: 2.4259e-07 - acc: 1.000 - ETA: 4s - loss: 2.0895e-07 - acc: 1.000 - ETA: 4s - loss: 2.4553e-07 - acc: 1.000 - ETA: 4s - loss: 2.2632e-07 - acc: 1.000 - ETA: 4s - loss: 2.4225e-07 - acc: 1.000 - ETA: 4s - loss: 2.2864e-07 - acc: 1.000 - ETA: 4s - loss: 2.2300e-07 - acc: 1.000 - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 4s - loss: 3.0398e-07 - acc: 1.000 - ETA: 4s - loss: 2.9352e-07 - acc: 1.000 - ETA: 4s - loss: 1.6389e-06 - acc: 1.000 - ETA: 4s - loss: 1.7547e-06 - acc: 1.000 - ETA: 3s - loss: 1.6730e-06 - acc: 1.000 - ETA: 3s - loss: 0.0050 - acc: 0.9991 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9988Epoch 00181: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9988 - val_loss: 1.4900 - val_acc: 0.8287 Epoch 183/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.5630e-07 - acc: 1.000 - ETA: 3s - loss: 7.4448e-07 - acc: 1.000 - ETA: 4s - loss: 5.3215e-07 - acc: 1.000 - ETA: 4s - loss: 4.7718e-05 - acc: 1.000 - ETA: 4s - loss: 3.8189e-05 - acc: 1.000 - ETA: 4s - loss: 3.1058e-05 - acc: 1.000 - ETA: 4s - loss: 2.6303e-05 - acc: 1.000 - ETA: 4s - loss: 2.3722e-05 - acc: 1.000 - ETA: 4s - loss: 2.0933e-05 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9973 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.996 - ETA: 3s - loss: 0.0229 - acc: 0.996 - ETA: 3s - loss: 0.0215 - acc: 0.996 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00182: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.4648 - val_acc: 0.8275 Epoch 184/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.0196e-05 - acc: 1.000 - ETA: 3s - loss: 9.7207e-05 - acc: 1.000 - ETA: 3s - loss: 5.9773e-05 - acc: 1.000 - ETA: 3s - loss: 4.2758e-05 - acc: 1.000 - ETA: 4s - loss: 3.9003e-05 - acc: 1.000 - ETA: 4s - loss: 3.1960e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4699e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.4427e-04 - acc: 1.000 - ETA: 3s - loss: 9.7611e-04 - acc: 1.000 - ETA: 3s - loss: 8.9805e-04 - acc: 1.000 - ETA: 3s - loss: 8.3155e-04 - acc: 1.000 - ETA: 3s - loss: 9.6452e-04 - acc: 1.000 - ETA: 3s - loss: 9.0235e-04 - acc: 1.000 - ETA: 3s - loss: 8.4789e-04 - acc: 1.000 - ETA: 3s - loss: 7.9946e-04 - acc: 1.000 - ETA: 3s - loss: 7.5627e-04 - acc: 1.000 - ETA: 3s - loss: 7.1760e-04 - acc: 1.000 - ETA: 3s - loss: 6.8261e-04 - acc: 1.000 - ETA: 3s - loss: 6.5088e-04 - acc: 1.000 - ETA: 3s - loss: 6.2800e-04 - acc: 1.000 - ETA: 3s - loss: 6.0158e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9995 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00183: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.4767 - val_acc: 0.8287 Epoch 185/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.8229e-07 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.0000 - ETA: 3s - loss: 8.9322e-04 - acc: 1.000 - ETA: 4s - loss: 6.9524e-04 - acc: 1.000 - ETA: 4s - loss: 5.6894e-04 - acc: 1.000 - ETA: 4s - loss: 4.8144e-04 - acc: 1.000 - ETA: 4s - loss: 4.1728e-04 - acc: 1.000 - ETA: 4s - loss: 3.6931e-04 - acc: 1.000 - ETA: 4s - loss: 3.3045e-04 - acc: 1.000 - ETA: 3s - loss: 2.9901e-04 - acc: 1.000 - ETA: 3s - loss: 2.7303e-04 - acc: 1.000 - ETA: 3s - loss: 2.5455e-04 - acc: 1.000 - ETA: 3s - loss: 2.3969e-04 - acc: 1.000 - ETA: 3s - loss: 2.2321e-04 - acc: 1.000 - ETA: 3s - loss: 2.2675e-04 - acc: 1.000 - ETA: 3s - loss: 2.2266e-04 - acc: 1.000 - ETA: 3s - loss: 2.0994e-04 - acc: 1.000 - ETA: 3s - loss: 1.9877e-04 - acc: 1.000 - ETA: 3s - loss: 1.8862e-04 - acc: 1.000 - ETA: 3s - loss: 1.7946e-04 - acc: 1.000 - ETA: 3s - loss: 1.7121e-04 - acc: 1.000 - ETA: 3s - loss: 1.6362e-04 - acc: 1.000 - ETA: 3s - loss: 1.5667e-04 - acc: 1.000 - ETA: 3s - loss: 1.6000e-04 - acc: 1.000 - ETA: 3s - loss: 1.5377e-04 - acc: 1.000 - ETA: 3s - loss: 1.5485e-04 - acc: 1.000 - ETA: 3s - loss: 1.4933e-04 - acc: 1.000 - ETA: 3s - loss: 1.4412e-04 - acc: 1.000 - ETA: 3s - loss: 1.3927e-04 - acc: 1.000 - ETA: 3s - loss: 1.4177e-04 - acc: 1.000 - ETA: 2s - loss: 1.3739e-04 - acc: 1.000 - ETA: 2s - loss: 1.3322e-04 - acc: 1.000 - ETA: 2s - loss: 1.2925e-04 - acc: 1.000 - ETA: 2s - loss: 1.2554e-04 - acc: 1.000 - ETA: 2s - loss: 1.2215e-04 - acc: 1.000 - ETA: 2s - loss: 1.1881e-04 - acc: 1.000 - ETA: 2s - loss: 1.1596e-04 - acc: 1.000 - ETA: 2s - loss: 1.1295e-04 - acc: 1.000 - ETA: 2s - loss: 2.0484e-04 - acc: 1.000 - ETA: 2s - loss: 1.9980e-04 - acc: 1.000 - ETA: 2s - loss: 1.9531e-04 - acc: 1.000 - ETA: 2s - loss: 1.9071e-04 - acc: 1.000 - ETA: 2s - loss: 1.8634e-04 - acc: 1.000 - ETA: 2s - loss: 0.0057 - acc: 0.9994 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00184: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.4752 - val_acc: 0.8335 Epoch 186/2000 6640/6680 [============================>.] - ETA: 0s - loss: 3.3677e-07 - acc: 1.000 - ETA: 3s - loss: 6.8646e-07 - acc: 1.000 - ETA: 3s - loss: 8.0319e-07 - acc: 1.000 - ETA: 3s - loss: 1.0066e-04 - acc: 1.000 - ETA: 3s - loss: 7.8367e-05 - acc: 1.000 - ETA: 3s - loss: 6.5228e-05 - acc: 1.000 - ETA: 4s - loss: 6.1484e-05 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9985Epoch 00185: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9985 - val_loss: 1.4807 - val_acc: 0.8275 Epoch 187/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.5540e-06 - acc: 1.000 - ETA: 3s - loss: 1.8317e-06 - acc: 1.000 - ETA: 3s - loss: 1.2938e-06 - acc: 1.000 - ETA: 4s - loss: 1.8494e-06 - acc: 1.000 - ETA: 4s - loss: 1.4674e-06 - acc: 1.000 - ETA: 4s - loss: 1.2145e-06 - acc: 1.000 - ETA: 4s - loss: 1.0536e-06 - acc: 1.000 - ETA: 4s - loss: 9.4095e-07 - acc: 1.000 - ETA: 4s - loss: 5.9229e-06 - acc: 1.000 - ETA: 4s - loss: 5.4223e-06 - acc: 1.000 - ETA: 4s - loss: 5.9524e-06 - acc: 1.000 - ETA: 3s - loss: 7.5129e-05 - acc: 1.000 - ETA: 3s - loss: 7.9461e-05 - acc: 1.000 - ETA: 3s - loss: 7.3504e-05 - acc: 1.000 - ETA: 3s - loss: 6.8371e-05 - acc: 1.000 - ETA: 3s - loss: 6.4131e-05 - acc: 1.000 - ETA: 3s - loss: 6.0257e-05 - acc: 1.000 - ETA: 3s - loss: 5.6780e-05 - acc: 1.000 - ETA: 3s - loss: 5.3684e-05 - acc: 1.000 - ETA: 3s - loss: 5.0282e-05 - acc: 1.000 - ETA: 3s - loss: 0.0114 - acc: 0.9988 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00186: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.4688 - val_acc: 0.8335 Epoch 188/2000 6660/6680 [============================>.] - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 4s - loss: 2.3782e-07 - acc: 1.000 - ETA: 4s - loss: 1.0597e-06 - acc: 1.000 - ETA: 4s - loss: 7.8337e-07 - acc: 1.000 - ETA: 4s - loss: 9.3828e-07 - acc: 1.000 - ETA: 4s - loss: 3.1793e-06 - acc: 1.000 - ETA: 4s - loss: 3.4365e-06 - acc: 1.000 - ETA: 4s - loss: 1.3561e-04 - acc: 1.000 - ETA: 4s - loss: 1.1919e-04 - acc: 1.000 - ETA: 4s - loss: 1.0654e-04 - acc: 1.000 - ETA: 4s - loss: 9.6304e-05 - acc: 1.000 - ETA: 4s - loss: 8.7819e-05 - acc: 1.000 - ETA: 4s - loss: 8.0666e-05 - acc: 1.000 - ETA: 4s - loss: 7.4923e-05 - acc: 1.000 - ETA: 4s - loss: 6.9805e-05 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9992 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9986Epoch 00187: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9987 - val_loss: 1.4762 - val_acc: 0.8287 Epoch 189/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.5795e-07 - acc: 1.000 - ETA: 4s - loss: 4.5167e-06 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9985Epoch 00188: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9985 - val_loss: 1.4806 - val_acc: 0.8311 Epoch 190/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.7744e-07 - acc: 1.000 - ETA: 4s - loss: 5.9075e-07 - acc: 1.000 - ETA: 4s - loss: 4.5116e-07 - acc: 1.000 - ETA: 4s - loss: 9.2024e-07 - acc: 1.000 - ETA: 4s - loss: 7.7348e-07 - acc: 1.000 - ETA: 4s - loss: 6.9455e-07 - acc: 1.000 - ETA: 4s - loss: 6.4715e-07 - acc: 1.000 - ETA: 4s - loss: 6.2127e-07 - acc: 1.000 - ETA: 4s - loss: 4.4220e-06 - acc: 1.000 - ETA: 4s - loss: 4.0710e-06 - acc: 1.000 - ETA: 4s - loss: 3.7205e-06 - acc: 1.000 - ETA: 4s - loss: 3.4669e-06 - acc: 1.000 - ETA: 4s - loss: 3.2607e-06 - acc: 1.000 - ETA: 4s - loss: 3.1422e-06 - acc: 1.000 - ETA: 3s - loss: 2.9707e-06 - acc: 1.000 - ETA: 3s - loss: 2.8027e-06 - acc: 1.000 - ETA: 3s - loss: 2.6537e-06 - acc: 1.000 - ETA: 3s - loss: 2.6504e-06 - acc: 1.000 - ETA: 3s - loss: 2.5354e-06 - acc: 1.000 - ETA: 3s - loss: 2.4176e-06 - acc: 1.000 - ETA: 3s - loss: 3.7029e-05 - acc: 1.000 - ETA: 3s - loss: 3.5372e-05 - acc: 1.000 - ETA: 3s - loss: 3.3860e-05 - acc: 1.000 - ETA: 3s - loss: 3.2752e-05 - acc: 1.000 - ETA: 3s - loss: 3.1468e-05 - acc: 1.000 - ETA: 3s - loss: 3.0644e-05 - acc: 1.000 - ETA: 3s - loss: 2.9530e-05 - acc: 1.000 - ETA: 3s - loss: 9.0410e-05 - acc: 1.000 - ETA: 3s - loss: 8.7334e-05 - acc: 1.000 - ETA: 3s - loss: 8.4528e-05 - acc: 1.000 - ETA: 3s - loss: 8.2059e-05 - acc: 1.000 - ETA: 2s - loss: 7.9525e-05 - acc: 1.000 - ETA: 2s - loss: 0.0061 - acc: 0.9996 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9989Epoch 00189: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9988 - val_loss: 1.4822 - val_acc: 0.8287 Epoch 191/2000 6660/6680 [============================>.] - ETA: 4s - loss: 8.1659e-07 - acc: 1.000 - ETA: 4s - loss: 5.0426e-07 - acc: 1.000 - ETA: 4s - loss: 3.4372e-07 - acc: 1.000 - ETA: 4s - loss: 3.1591e-07 - acc: 1.000 - ETA: 4s - loss: 3.6255e-06 - acc: 1.000 - ETA: 4s - loss: 2.9626e-06 - acc: 1.000 - ETA: 4s - loss: 6.5840e-06 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9986Epoch 00190: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.4801 - val_acc: 0.8275 Epoch 192/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.7716e-07 - acc: 1.000 - ETA: 4s - loss: 1.5974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1803e-06 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.6322e-04 - acc: 1.000 - ETA: 4s - loss: 8.0932e-04 - acc: 1.000 - ETA: 4s - loss: 6.9772e-04 - acc: 1.000 - ETA: 4s - loss: 6.1904e-04 - acc: 1.000 - ETA: 4s - loss: 5.5225e-04 - acc: 1.000 - ETA: 4s - loss: 5.0364e-04 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9989 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9988Epoch 00191: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5028 - val_acc: 0.8311 Epoch 193/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0458e-06 - acc: 1.000 - ETA: 4s - loss: 4.5669e-06 - acc: 1.000 - ETA: 4s - loss: 3.2564e-06 - acc: 1.000 - ETA: 4s - loss: 3.1308e-06 - acc: 1.000 - ETA: 4s - loss: 2.6033e-06 - acc: 1.000 - ETA: 4s - loss: 2.3531e-06 - acc: 1.000 - ETA: 4s - loss: 2.0496e-06 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9970 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.996 - ETA: 4s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00192: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.4781 - val_acc: 0.8311 Epoch 194/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.6093e-07 - acc: 1.000 - ETA: 3s - loss: 1.4186e-07 - acc: 1.000 - ETA: 4s - loss: 6.5399e-06 - acc: 1.000 - ETA: 4s - loss: 2.5379e-05 - acc: 1.000 - ETA: 4s - loss: 1.9944e-05 - acc: 1.000 - ETA: 4s - loss: 1.6214e-05 - acc: 1.000 - ETA: 4s - loss: 1.4679e-05 - acc: 1.000 - ETA: 4s - loss: 1.2680e-05 - acc: 1.000 - ETA: 4s - loss: 1.2236e-05 - acc: 1.000 - ETA: 4s - loss: 1.1037e-05 - acc: 1.000 - ETA: 4s - loss: 9.9842e-06 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00193: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9988 - val_loss: 1.4866 - val_acc: 0.8299 Epoch 195/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 3s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 2s - loss: 0.0250 - acc: 0.997 - ETA: 2s - loss: 0.0243 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9986Epoch 00194: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9987 - val_loss: 1.4868 - val_acc: 0.8287 Epoch 196/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6457e-06 - acc: 1.000 - ETA: 4s - loss: 1.0285e-06 - acc: 1.000 - ETA: 4s - loss: 7.6021e-07 - acc: 1.000 - ETA: 4s - loss: 9.0654e-07 - acc: 1.000 - ETA: 4s - loss: 7.6566e-07 - acc: 1.000 - ETA: 4s - loss: 6.8858e-07 - acc: 1.000 - ETA: 4s - loss: 1.5044e-06 - acc: 1.000 - ETA: 4s - loss: 1.3779e-06 - acc: 1.000 - ETA: 4s - loss: 1.2442e-06 - acc: 1.000 - ETA: 4s - loss: 1.1651e-06 - acc: 1.000 - ETA: 4s - loss: 1.2565e-06 - acc: 1.000 - ETA: 4s - loss: 1.2001e-06 - acc: 1.000 - ETA: 4s - loss: 1.1813e-06 - acc: 1.000 - ETA: 4s - loss: 1.1246e-06 - acc: 1.000 - ETA: 4s - loss: 1.0727e-06 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9992 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9986Epoch 00195: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9987 - val_loss: 1.4962 - val_acc: 0.8263 Epoch 197/2000 6600/6680 [============================>.] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9988Epoch 00196: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9987 - val_loss: 1.4897 - val_acc: 0.8251 Epoch 198/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2934e-06 - acc: 1.000 - ETA: 4s - loss: 4.3333e-07 - acc: 1.000 - ETA: 4s - loss: 3.0564e-07 - acc: 1.000 - ETA: 4s - loss: 2.5332e-07 - acc: 1.000 - ETA: 4s - loss: 1.0791e-06 - acc: 1.000 - ETA: 4s - loss: 1.5835e-06 - acc: 1.000 - ETA: 4s - loss: 2.8223e-04 - acc: 1.000 - ETA: 4s - loss: 2.4332e-04 - acc: 1.000 - ETA: 4s - loss: 2.1384e-04 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9986 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00197: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.4949 - val_acc: 0.8251 Epoch 199/2000 6640/6680 [============================>.] - ETA: 4s - loss: 3.1292e-07 - acc: 1.000 - ETA: 4s - loss: 4.5240e-07 - acc: 1.000 - ETA: 4s - loss: 1.3379e-06 - acc: 1.000 - ETA: 4s - loss: 1.1197e-06 - acc: 1.000 - ETA: 4s - loss: 9.4636e-07 - acc: 1.000 - ETA: 4s - loss: 8.1599e-06 - acc: 1.000 - ETA: 4s - loss: 0.0065 - acc: 0.9960 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0198 - acc: 0.996 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9985Epoch 00198: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9985 - val_loss: 1.4905 - val_acc: 0.8275 Epoch 200/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.0682e-06 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00199: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9985 - val_loss: 1.4815 - val_acc: 0.8299 Epoch 201/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 7.1997e-06 - acc: 1.000 - ETA: 4s - loss: 6.6909e-06 - acc: 1.000 - ETA: 4s - loss: 4.8112e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9971 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8186e-04 - acc: 0.999 - ETA: 3s - loss: 9.2503e-04 - acc: 0.999 - ETA: 3s - loss: 8.7435e-04 - acc: 0.999 - ETA: 3s - loss: 8.3366e-04 - acc: 0.999 - ETA: 3s - loss: 7.9256e-04 - acc: 0.999 - ETA: 3s - loss: 7.5527e-04 - acc: 0.999 - ETA: 3s - loss: 7.2134e-04 - acc: 0.999 - ETA: 3s - loss: 6.9034e-04 - acc: 0.999 - ETA: 3s - loss: 6.6192e-04 - acc: 0.999 - ETA: 3s - loss: 6.3573e-04 - acc: 0.999 - ETA: 3s - loss: 6.1158e-04 - acc: 0.999 - ETA: 3s - loss: 5.8915e-04 - acc: 0.999 - ETA: 3s - loss: 5.6830e-04 - acc: 0.999 - ETA: 3s - loss: 5.4888e-04 - acc: 0.999 - ETA: 3s - loss: 5.3074e-04 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.9992 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9985Epoch 00200: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9985 - val_loss: 1.4991 - val_acc: 0.8287 Epoch 202/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.4332e-07 - acc: 1.000 - ETA: 4s - loss: 3.1355e-06 - acc: 1.000 - ETA: 4s - loss: 2.2746e-06 - acc: 1.000 - ETA: 4s - loss: 1.7838e-05 - acc: 1.000 - ETA: 4s - loss: 1.4463e-05 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9988Epoch 00201: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9988 - val_loss: 1.5072 - val_acc: 0.8263 Epoch 203/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.1883e-05 - acc: 1.000 - ETA: 4s - loss: 7.7258e-06 - acc: 1.000 - ETA: 4s - loss: 8.7354e-06 - acc: 1.000 - ETA: 4s - loss: 6.7409e-06 - acc: 1.000 - ETA: 4s - loss: 5.5218e-06 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9980 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9985Epoch 00202: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9985 - val_loss: 1.4908 - val_acc: 0.8263 Epoch 204/2000 6600/6680 [============================>.] - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 4s - loss: 0.0191 - acc: 0.9900 - ETA: 4s - loss: 0.0106 - acc: 0.994 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.9985Epoch 00203: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9985 - val_loss: 1.4903 - val_acc: 0.8287 Epoch 205/2000 6660/6680 [============================>.] - ETA: 4s - loss: 9.6062e-06 - acc: 1.000 - ETA: 4s - loss: 3.7167e-06 - acc: 1.000 - ETA: 4s - loss: 2.1396e-06 - acc: 1.000 - ETA: 4s - loss: 3.3831e-06 - acc: 1.000 - ETA: 4s - loss: 2.7279e-06 - acc: 1.000 - ETA: 4s - loss: 2.2371e-06 - acc: 1.000 - ETA: 4s - loss: 2.4015e-06 - acc: 1.000 - ETA: 4s - loss: 2.1124e-06 - acc: 1.000 - ETA: 4s - loss: 1.8714e-06 - acc: 1.000 - ETA: 4s - loss: 2.7074e-06 - acc: 1.000 - ETA: 4s - loss: 2.4578e-06 - acc: 1.000 - ETA: 4s - loss: 2.2951e-06 - acc: 1.000 - ETA: 4s - loss: 2.1705e-06 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9981 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0316 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00204: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4855 - val_acc: 0.8299 Epoch 206/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 5s - loss: 0.0212 - acc: 0.998 - ETA: 5s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9985Epoch 00205: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9985 - val_loss: 1.4883 - val_acc: 0.8311 Epoch 207/2000 6660/6680 [============================>.] - ETA: 4s - loss: 2.1995e-06 - acc: 1.000 - ETA: 5s - loss: 1.1750e-06 - acc: 1.000 - ETA: 5s - loss: 6.9552e-07 - acc: 1.000 - ETA: 5s - loss: 5.4701e-07 - acc: 1.000 - ETA: 5s - loss: 4.4724e-07 - acc: 1.000 - ETA: 4s - loss: 6.2455e-06 - acc: 1.000 - ETA: 4s - loss: 5.4338e-06 - acc: 1.000 - ETA: 4s - loss: 4.6757e-06 - acc: 1.000 - ETA: 4s - loss: 4.0973e-06 - acc: 1.000 - ETA: 4s - loss: 3.6463e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9987 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00206: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.4970 - val_acc: 0.8299 Epoch 208/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.9504e-07 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 7.1980e-04 - acc: 1.000 - ETA: 4s - loss: 5.5205e-04 - acc: 1.000 - ETA: 4s - loss: 4.4692e-04 - acc: 1.000 - ETA: 4s - loss: 3.7743e-04 - acc: 1.000 - ETA: 4s - loss: 3.2547e-04 - acc: 1.000 - ETA: 4s - loss: 2.9526e-04 - acc: 1.000 - ETA: 4s - loss: 2.6247e-04 - acc: 1.000 - ETA: 4s - loss: 2.3624e-04 - acc: 1.000 - ETA: 4s - loss: 2.1585e-04 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9990 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9985Epoch 00207: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9985 - val_loss: 1.5217 - val_acc: 0.8275 Epoch 209/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 0.0060 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0492 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0340 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00208: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5129 - val_acc: 0.8263 Epoch 210/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.2106 - acc: 0.950 - ETA: 5s - loss: 0.0526 - acc: 0.987 - ETA: 5s - loss: 0.0263 - acc: 0.993 - ETA: 5s - loss: 0.0175 - acc: 0.995 - ETA: 5s - loss: 0.0132 - acc: 0.996 - ETA: 5s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.996 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00209: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.4966 - val_acc: 0.8263 Epoch 211/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.9789e-07 - acc: 1.000 - ETA: 4s - loss: 7.6084e-04 - acc: 1.000 - ETA: 4s - loss: 5.2693e-04 - acc: 1.000 - ETA: 4s - loss: 4.0302e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0392 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.996 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.9989Epoch 00210: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4975 - val_acc: 0.8275 Epoch 212/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.4723e-06 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9986Epoch 00211: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9987 - val_loss: 1.4982 - val_acc: 0.8287 Epoch 213/2000 6660/6680 [============================>.] - ETA: 5s - loss: 4.9474e-06 - acc: 1.000 - ETA: 5s - loss: 1.0908e-06 - acc: 1.000 - ETA: 5s - loss: 7.3482e-07 - acc: 1.000 - ETA: 5s - loss: 5.5778e-07 - acc: 1.000 - ETA: 4s - loss: 1.1190e-06 - acc: 1.000 - ETA: 5s - loss: 9.9838e-04 - acc: 1.000 - ETA: 5s - loss: 8.6819e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.4777e-04 - acc: 1.000 - ETA: 4s - loss: 8.7209e-04 - acc: 1.000 - ETA: 4s - loss: 8.0750e-04 - acc: 1.000 - ETA: 4s - loss: 7.6539e-04 - acc: 1.000 - ETA: 4s - loss: 7.1523e-04 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9992 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9986Epoch 00212: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9987 - val_loss: 1.5007 - val_acc: 0.8299 Epoch 214/2000 6600/6680 [============================>.] - ETA: 5s - loss: 0.0623 - acc: 0.950 - ETA: 5s - loss: 0.0125 - acc: 0.990 - ETA: 5s - loss: 0.0069 - acc: 0.994 - ETA: 4s - loss: 0.0048 - acc: 0.996 - ETA: 4s - loss: 0.0511 - acc: 0.994 - ETA: 4s - loss: 0.0413 - acc: 0.995 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0419 - acc: 0.996 - ETA: 4s - loss: 0.0415 - acc: 0.995 - ETA: 4s - loss: 0.0388 - acc: 0.995 - ETA: 4s - loss: 0.0357 - acc: 0.996 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 4s - loss: 0.0344 - acc: 0.995 - ETA: 4s - loss: 0.0322 - acc: 0.996 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.996 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00213: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9985 - val_loss: 1.5017 - val_acc: 0.8287 Epoch 215/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.6178e-07 - acc: 1.000 - ETA: 5s - loss: 0.0806 - acc: 0.9950 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0497 - acc: 0.994 - ETA: 5s - loss: 0.0422 - acc: 0.995 - ETA: 5s - loss: 0.0352 - acc: 0.995 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9986Epoch 00214: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9987 - val_loss: 1.5085 - val_acc: 0.8287 Epoch 216/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.7882e-06 - acc: 1.000 - ETA: 4s - loss: 4.5896e-07 - acc: 1.000 - ETA: 4s - loss: 3.6856e-07 - acc: 1.000 - ETA: 4s - loss: 3.8789e-07 - acc: 1.000 - ETA: 4s - loss: 3.4413e-07 - acc: 1.000 - ETA: 4s - loss: 3.3861e-07 - acc: 1.000 - ETA: 4s - loss: 1.8185e-06 - acc: 1.000 - ETA: 4s - loss: 1.5845e-06 - acc: 1.000 - ETA: 4s - loss: 1.4094e-06 - acc: 1.000 - ETA: 4s - loss: 1.2734e-06 - acc: 1.000 - ETA: 4s - loss: 1.1692e-06 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.9989 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9985Epoch 00215: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9985 - val_loss: 1.4999 - val_acc: 0.8287 Epoch 217/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 2.5067e-07 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9962 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9181e-04 - acc: 0.999 - ETA: 3s - loss: 9.4622e-04 - acc: 0.999 - ETA: 3s - loss: 9.0883e-04 - acc: 0.999 - ETA: 3s - loss: 8.7057e-04 - acc: 0.999 - ETA: 3s - loss: 8.3540e-04 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.9990 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9986Epoch 00216: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9987 - val_loss: 1.5018 - val_acc: 0.8311 Epoch 218/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.0276e-04 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 7.1387e-04 - acc: 1.000 - ETA: 4s - loss: 5.4593e-04 - acc: 1.000 - ETA: 4s - loss: 4.4198e-04 - acc: 1.000 - ETA: 4s - loss: 3.7129e-04 - acc: 1.000 - ETA: 4s - loss: 3.2009e-04 - acc: 1.000 - ETA: 4s - loss: 2.8137e-04 - acc: 1.000 - ETA: 4s - loss: 2.5097e-04 - acc: 1.000 - ETA: 4s - loss: 2.3219e-04 - acc: 1.000 - ETA: 4s - loss: 2.1606e-04 - acc: 1.000 - ETA: 4s - loss: 2.0228e-04 - acc: 1.000 - ETA: 4s - loss: 1.9037e-04 - acc: 1.000 - ETA: 4s - loss: 1.7635e-04 - acc: 1.000 - ETA: 4s - loss: 1.6427e-04 - acc: 1.000 - ETA: 4s - loss: 1.5490e-04 - acc: 1.000 - ETA: 4s - loss: 1.4552e-04 - acc: 1.000 - ETA: 4s - loss: 1.3724e-04 - acc: 1.000 - ETA: 3s - loss: 1.2989e-04 - acc: 1.000 - ETA: 3s - loss: 1.2325e-04 - acc: 1.000 - ETA: 3s - loss: 1.1726e-04 - acc: 1.000 - ETA: 3s - loss: 1.1181e-04 - acc: 1.000 - ETA: 3s - loss: 1.0685e-04 - acc: 1.000 - ETA: 3s - loss: 1.0231e-04 - acc: 1.000 - ETA: 3s - loss: 9.8146e-05 - acc: 1.000 - ETA: 3s - loss: 9.4581e-05 - acc: 1.000 - ETA: 3s - loss: 9.1023e-05 - acc: 1.000 - ETA: 3s - loss: 8.7739e-05 - acc: 1.000 - ETA: 3s - loss: 8.4670e-05 - acc: 1.000 - ETA: 3s - loss: 8.1805e-05 - acc: 1.000 - ETA: 3s - loss: 7.9129e-05 - acc: 1.000 - ETA: 3s - loss: 7.6642e-05 - acc: 1.000 - ETA: 3s - loss: 7.4289e-05 - acc: 1.000 - ETA: 3s - loss: 0.0031 - acc: 0.9996 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9988Epoch 00217: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9988 - val_loss: 1.5136 - val_acc: 0.8263 Epoch 219/2000 6660/6680 [============================>.] - ETA: 4s - loss: 9.2388e-07 - acc: 1.000 - ETA: 4s - loss: 3.1889e-07 - acc: 1.000 - ETA: 4s - loss: 8.5678e-06 - acc: 1.000 - ETA: 4s - loss: 5.9953e-06 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.7611e-04 - acc: 1.000 - ETA: 4s - loss: 7.7009e-04 - acc: 1.000 - ETA: 4s - loss: 6.8685e-04 - acc: 1.000 - ETA: 4s - loss: 6.2200e-04 - acc: 1.000 - ETA: 4s - loss: 5.6672e-04 - acc: 1.000 - ETA: 4s - loss: 5.2327e-04 - acc: 1.000 - ETA: 4s - loss: 4.8379e-04 - acc: 1.000 - ETA: 3s - loss: 4.4993e-04 - acc: 1.000 - ETA: 3s - loss: 4.2043e-04 - acc: 1.000 - ETA: 3s - loss: 3.9457e-04 - acc: 1.000 - ETA: 3s - loss: 3.7170e-04 - acc: 1.000 - ETA: 3s - loss: 3.5139e-04 - acc: 1.000 - ETA: 3s - loss: 3.3317e-04 - acc: 1.000 - ETA: 3s - loss: 3.1673e-04 - acc: 1.000 - ETA: 3s - loss: 3.0183e-04 - acc: 1.000 - ETA: 3s - loss: 2.8851e-04 - acc: 1.000 - ETA: 3s - loss: 2.7610e-04 - acc: 1.000 - ETA: 3s - loss: 2.6615e-04 - acc: 1.000 - ETA: 3s - loss: 3.9457e-04 - acc: 1.000 - ETA: 3s - loss: 3.7966e-04 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00218: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.5107 - val_acc: 0.8263 Epoch 220/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.3810e-07 - acc: 1.000 - ETA: 4s - loss: 3.3809e-07 - acc: 1.000 - ETA: 4s - loss: 2.7143e-07 - acc: 1.000 - ETA: 4s - loss: 2.4350e-07 - acc: 1.000 - ETA: 4s - loss: 2.2763e-07 - acc: 1.000 - ETA: 4s - loss: 3.0414e-06 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.9983 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9989Epoch 00219: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9990 - val_loss: 1.4974 - val_acc: 0.8275 Epoch 221/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1958e-05 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00220: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5096 - val_acc: 0.8263 Epoch 222/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.2113e-07 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9944 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0213 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9985Epoch 00221: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9985 - val_loss: 1.5152 - val_acc: 0.8287 Epoch 223/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3649e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.9989Epoch 00222: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9990 - val_loss: 1.5013 - val_acc: 0.8287 Epoch 224/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.5362e-06 - acc: 1.000 - ETA: 4s - loss: 8.5594e-07 - acc: 1.000 - ETA: 4s - loss: 5.3314e-07 - acc: 1.000 - ETA: 4s - loss: 4.8808e-07 - acc: 1.000 - ETA: 4s - loss: 4.0234e-07 - acc: 1.000 - ETA: 4s - loss: 3.5266e-07 - acc: 1.000 - ETA: 4s - loss: 3.2187e-07 - acc: 1.000 - ETA: 4s - loss: 2.9926e-07 - acc: 1.000 - ETA: 4s - loss: 2.9857e-07 - acc: 1.000 - ETA: 4s - loss: 2.8006e-07 - acc: 1.000 - ETA: 4s - loss: 2.7607e-07 - acc: 1.000 - ETA: 4s - loss: 2.6253e-07 - acc: 1.000 - ETA: 4s - loss: 2.5655e-07 - acc: 1.000 - ETA: 4s - loss: 2.5625e-07 - acc: 1.000 - ETA: 4s - loss: 9.4506e-04 - acc: 0.999 - ETA: 4s - loss: 8.8309e-04 - acc: 0.999 - ETA: 3s - loss: 8.2892e-04 - acc: 0.999 - ETA: 3s - loss: 7.8088e-04 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.9986 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9985Epoch 00223: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9985 - val_loss: 1.5118 - val_acc: 0.8287 Epoch 225/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 3.3677e-07 - acc: 1.000 - ETA: 4s - loss: 2.4372e-07 - acc: 1.000 - ETA: 4s - loss: 2.0885e-07 - acc: 1.000 - ETA: 4s - loss: 1.9607e-04 - acc: 1.000 - ETA: 4s - loss: 1.5875e-04 - acc: 1.000 - ETA: 4s - loss: 1.3344e-04 - acc: 1.000 - ETA: 4s - loss: 1.1513e-04 - acc: 1.000 - ETA: 4s - loss: 1.0119e-04 - acc: 1.000 - ETA: 4s - loss: 9.2885e-05 - acc: 1.000 - ETA: 4s - loss: 8.5751e-05 - acc: 1.000 - ETA: 4s - loss: 7.7788e-05 - acc: 1.000 - ETA: 4s - loss: 7.1180e-05 - acc: 1.000 - ETA: 4s - loss: 8.2583e-05 - acc: 1.000 - ETA: 4s - loss: 7.6587e-05 - acc: 1.000 - ETA: 4s - loss: 7.1422e-05 - acc: 1.000 - ETA: 4s - loss: 6.6900e-05 - acc: 1.000 - ETA: 4s - loss: 6.4431e-05 - acc: 1.000 - ETA: 3s - loss: 6.0808e-05 - acc: 1.000 - ETA: 3s - loss: 5.8593e-05 - acc: 1.000 - ETA: 3s - loss: 5.5664e-05 - acc: 1.000 - ETA: 3s - loss: 5.2988e-05 - acc: 1.000 - ETA: 3s - loss: 5.0558e-05 - acc: 1.000 - ETA: 3s - loss: 2.0289e-04 - acc: 1.000 - ETA: 3s - loss: 1.9436e-04 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 0.9995 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9989Epoch 00224: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5018 - val_acc: 0.8263 Epoch 226/2000 6620/6680 [============================>.] - ETA: 5s - loss: 2.4200e-06 - acc: 1.000 - ETA: 5s - loss: 6.8981e-06 - acc: 1.000 - ETA: 4s - loss: 4.2704e-06 - acc: 1.000 - ETA: 4s - loss: 3.4122e-06 - acc: 1.000 - ETA: 4s - loss: 2.6400e-06 - acc: 1.000 - ETA: 4s - loss: 2.1770e-06 - acc: 1.000 - ETA: 4s - loss: 1.8493e-06 - acc: 1.000 - ETA: 4s - loss: 1.6976e-06 - acc: 1.000 - ETA: 4s - loss: 1.5052e-06 - acc: 1.000 - ETA: 4s - loss: 1.3621e-06 - acc: 1.000 - ETA: 4s - loss: 1.2554e-06 - acc: 1.000 - ETA: 4s - loss: 3.8462e-04 - acc: 1.000 - ETA: 4s - loss: 3.5258e-04 - acc: 1.000 - ETA: 4s - loss: 3.2547e-04 - acc: 1.000 - ETA: 4s - loss: 3.0224e-04 - acc: 1.000 - ETA: 4s - loss: 2.8211e-04 - acc: 1.000 - ETA: 4s - loss: 2.6460e-04 - acc: 1.000 - ETA: 4s - loss: 2.4906e-04 - acc: 1.000 - ETA: 3s - loss: 2.3523e-04 - acc: 1.000 - ETA: 3s - loss: 2.2287e-04 - acc: 1.000 - ETA: 3s - loss: 2.1173e-04 - acc: 1.000 - ETA: 3s - loss: 2.1921e-04 - acc: 1.000 - ETA: 3s - loss: 2.1505e-04 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 0.9995 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9986Epoch 00225: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9987 - val_loss: 1.5055 - val_acc: 0.8263 Epoch 227/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9986Epoch 00226: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9987 - val_loss: 1.5071 - val_acc: 0.8287 Epoch 228/2000 6660/6680 [============================>.] - ETA: 4s - loss: 4.8280e-07 - acc: 1.000 - ETA: 4s - loss: 3.1650e-07 - acc: 1.000 - ETA: 4s - loss: 7.8747e-07 - acc: 1.000 - ETA: 4s - loss: 5.9056e-07 - acc: 1.000 - ETA: 4s - loss: 4.8754e-07 - acc: 1.000 - ETA: 4s - loss: 4.1767e-07 - acc: 1.000 - ETA: 4s - loss: 6.1064e-04 - acc: 1.000 - ETA: 4s - loss: 5.3219e-04 - acc: 1.000 - ETA: 4s - loss: 0.0249 - acc: 0.9985 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9989Epoch 00227: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9990 - val_loss: 1.4989 - val_acc: 0.8287 Epoch 229/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 3.8445e-07 - acc: 1.000 - ETA: 4s - loss: 1.3282e-06 - acc: 1.000 - ETA: 4s - loss: 9.5899e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.9986Epoch 00228: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0110 - acc: 0.9987 - val_loss: 1.5151 - val_acc: 0.8263 Epoch 230/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.0997e-06 - acc: 1.000 - ETA: 4s - loss: 6.7289e-07 - acc: 1.000 - ETA: 4s - loss: 5.2729e-07 - acc: 1.000 - ETA: 4s - loss: 4.3127e-07 - acc: 1.000 - ETA: 4s - loss: 3.7396e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9980 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00229: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5263 - val_acc: 0.8263 Epoch 231/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.4140e-07 - acc: 1.000 - ETA: 4s - loss: 4.4152e-06 - acc: 1.000 - ETA: 4s - loss: 2.5337e-06 - acc: 1.000 - ETA: 4s - loss: 7.3906e-04 - acc: 1.000 - ETA: 4s - loss: 5.6527e-04 - acc: 1.000 - ETA: 4s - loss: 5.7282e-04 - acc: 1.000 - ETA: 4s - loss: 4.8121e-04 - acc: 1.000 - ETA: 4s - loss: 4.1490e-04 - acc: 1.000 - ETA: 4s - loss: 3.9504e-04 - acc: 1.000 - ETA: 4s - loss: 3.5235e-04 - acc: 1.000 - ETA: 4s - loss: 3.1799e-04 - acc: 1.000 - ETA: 4s - loss: 2.8973e-04 - acc: 1.000 - ETA: 4s - loss: 2.6611e-04 - acc: 1.000 - ETA: 4s - loss: 2.4604e-04 - acc: 1.000 - ETA: 4s - loss: 2.2878e-04 - acc: 1.000 - ETA: 4s - loss: 2.1379e-04 - acc: 1.000 - ETA: 3s - loss: 2.0065e-04 - acc: 1.000 - ETA: 3s - loss: 0.0119 - acc: 0.9993 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00230: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9990 - val_loss: 1.5045 - val_acc: 0.8263 Epoch 232/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 1.4420e-07 - acc: 1.000 - ETA: 4s - loss: 2.3509e-07 - acc: 1.000 - ETA: 4s - loss: 2.1387e-07 - acc: 1.000 - ETA: 4s - loss: 2.6727e-07 - acc: 1.000 - ETA: 4s - loss: 2.5651e-07 - acc: 1.000 - ETA: 4s - loss: 2.6479e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00231: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5000 - val_acc: 0.8275 Epoch 233/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 4s - loss: 7.0360e-06 - acc: 1.000 - ETA: 4s - loss: 4.9997e-06 - acc: 1.000 - ETA: 4s - loss: 3.8534e-06 - acc: 1.000 - ETA: 4s - loss: 3.1495e-06 - acc: 1.000 - ETA: 4s - loss: 2.6654e-06 - acc: 1.000 - ETA: 4s - loss: 2.5411e-06 - acc: 1.000 - ETA: 4s - loss: 2.2511e-06 - acc: 1.000 - ETA: 4s - loss: 2.0229e-06 - acc: 1.000 - ETA: 4s - loss: 1.9276e-06 - acc: 1.000 - ETA: 4s - loss: 1.7696e-06 - acc: 1.000 - ETA: 4s - loss: 1.6354e-06 - acc: 1.000 - ETA: 4s - loss: 1.5464e-06 - acc: 1.000 - ETA: 4s - loss: 1.4496e-06 - acc: 1.000 - ETA: 3s - loss: 1.3632e-06 - acc: 1.000 - ETA: 3s - loss: 1.3654e-06 - acc: 1.000 - ETA: 3s - loss: 1.2979e-06 - acc: 1.000 - ETA: 3s - loss: 1.2441e-06 - acc: 1.000 - ETA: 3s - loss: 1.1863e-06 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 0.9994 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00232: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5051 - val_acc: 0.8275 Epoch 234/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 9.2854e-07 - acc: 1.000 - ETA: 4s - loss: 6.9167e-07 - acc: 1.000 - ETA: 4s - loss: 5.6802e-07 - acc: 1.000 - ETA: 4s - loss: 5.4980e-07 - acc: 1.000 - ETA: 4s - loss: 4.8114e-07 - acc: 1.000 - ETA: 4s - loss: 2.2243e-04 - acc: 1.000 - ETA: 4s - loss: 1.9552e-04 - acc: 1.000 - ETA: 4s - loss: 1.7650e-04 - acc: 1.000 - ETA: 4s - loss: 2.1898e-04 - acc: 1.000 - ETA: 4s - loss: 1.9953e-04 - acc: 1.000 - ETA: 4s - loss: 1.8853e-04 - acc: 1.000 - ETA: 4s - loss: 1.7474e-04 - acc: 1.000 - ETA: 3s - loss: 1.6254e-04 - acc: 1.000 - ETA: 3s - loss: 0.0134 - acc: 0.9992 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9988Epoch 00233: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0108 - acc: 0.9988 - val_loss: 1.5124 - val_acc: 0.8263 Epoch 235/2000 6640/6680 [============================>.] - ETA: 4s - loss: 4.7982e-07 - acc: 1.000 - ETA: 5s - loss: 2.2233e-07 - acc: 1.000 - ETA: 4s - loss: 1.8113e-07 - acc: 1.000 - ETA: 4s - loss: 4.0473e-06 - acc: 1.000 - ETA: 4s - loss: 3.1231e-06 - acc: 1.000 - ETA: 4s - loss: 2.6451e-06 - acc: 1.000 - ETA: 4s - loss: 2.3205e-06 - acc: 1.000 - ETA: 4s - loss: 2.0195e-06 - acc: 1.000 - ETA: 4s - loss: 1.7963e-06 - acc: 1.000 - ETA: 4s - loss: 1.6405e-06 - acc: 1.000 - ETA: 4s - loss: 1.4969e-06 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9989 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9986Epoch 00234: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9987 - val_loss: 1.5120 - val_acc: 0.8287 Epoch 236/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7047e-07 - acc: 1.000 - ETA: 4s - loss: 1.4835e-07 - acc: 1.000 - ETA: 4s - loss: 5.0528e-07 - acc: 1.000 - ETA: 4s - loss: 4.1479e-07 - acc: 1.000 - ETA: 4s - loss: 3.6587e-07 - acc: 1.000 - ETA: 4s - loss: 3.9066e-07 - acc: 1.000 - ETA: 4s - loss: 3.6329e-07 - acc: 1.000 - ETA: 4s - loss: 3.3533e-07 - acc: 1.000 - ETA: 4s - loss: 3.3492e-07 - acc: 1.000 - ETA: 4s - loss: 3.2093e-07 - acc: 1.000 - ETA: 4s - loss: 3.0419e-07 - acc: 1.000 - ETA: 3s - loss: 2.9961e-07 - acc: 1.000 - ETA: 3s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00235: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.5055 - val_acc: 0.8275 Epoch 237/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4961e-07 - acc: 1.000 - ETA: 4s - loss: 1.4206e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.7124e-04 - acc: 1.000 - ETA: 4s - loss: 7.6566e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.4562e-04 - acc: 1.000 - ETA: 4s - loss: 8.6157e-04 - acc: 1.000 - ETA: 4s - loss: 7.9125e-04 - acc: 1.000 - ETA: 4s - loss: 7.3320e-04 - acc: 1.000 - ETA: 4s - loss: 6.8176e-04 - acc: 1.000 - ETA: 3s - loss: 6.3709e-04 - acc: 1.000 - ETA: 3s - loss: 5.9790e-04 - acc: 1.000 - ETA: 3s - loss: 5.6340e-04 - acc: 1.000 - ETA: 3s - loss: 5.3254e-04 - acc: 1.000 - ETA: 3s - loss: 5.1428e-04 - acc: 1.000 - ETA: 3s - loss: 4.8894e-04 - acc: 1.000 - ETA: 3s - loss: 4.6594e-04 - acc: 1.000 - ETA: 3s - loss: 4.4501e-04 - acc: 1.000 - ETA: 3s - loss: 4.2596e-04 - acc: 1.000 - ETA: 3s - loss: 4.0842e-04 - acc: 1.000 - ETA: 3s - loss: 3.9231e-04 - acc: 1.000 - ETA: 3s - loss: 3.7770e-04 - acc: 1.000 - ETA: 3s - loss: 3.6387e-04 - acc: 1.000 - ETA: 3s - loss: 3.5099e-04 - acc: 1.000 - ETA: 3s - loss: 3.3900e-04 - acc: 1.000 - ETA: 3s - loss: 3.2780e-04 - acc: 1.000 - ETA: 3s - loss: 3.1886e-04 - acc: 1.000 - ETA: 2s - loss: 0.0012 - acc: 0.9996 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8631e-04 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.9994 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00236: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5096 - val_acc: 0.8263 Epoch 238/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.2457e-07 - acc: 1.000 - ETA: 4s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 1.4626e-07 - acc: 1.000 - ETA: 4s - loss: 1.4586e-07 - acc: 1.000 - ETA: 4s - loss: 2.0649e-07 - acc: 1.000 - ETA: 4s - loss: 1.9264e-07 - acc: 1.000 - ETA: 4s - loss: 1.8272e-07 - acc: 1.000 - ETA: 4s - loss: 1.8207e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9986 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9985Epoch 00237: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9985 - val_loss: 1.5035 - val_acc: 0.8311 Epoch 239/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.4860e-05 - acc: 1.000 - ETA: 4s - loss: 1.3975e-05 - acc: 1.000 - ETA: 4s - loss: 9.7557e-06 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5063e-04 - acc: 1.000 - ETA: 4s - loss: 8.4788e-04 - acc: 1.000 - ETA: 4s - loss: 7.6518e-04 - acc: 1.000 - ETA: 4s - loss: 9.5655e-04 - acc: 1.000 - ETA: 4s - loss: 8.7847e-04 - acc: 1.000 - ETA: 3s - loss: 8.1219e-04 - acc: 1.000 - ETA: 3s - loss: 7.5520e-04 - acc: 1.000 - ETA: 3s - loss: 7.0569e-04 - acc: 1.000 - ETA: 3s - loss: 6.6227e-04 - acc: 1.000 - ETA: 3s - loss: 6.2389e-04 - acc: 1.000 - ETA: 3s - loss: 5.8971e-04 - acc: 1.000 - ETA: 3s - loss: 0.0110 - acc: 0.9994 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9989Epoch 00238: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5112 - val_acc: 0.8287 Epoch 240/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4186e-07 - acc: 1.000 - ETA: 4s - loss: 7.7737e-04 - acc: 1.000 - ETA: 4s - loss: 5.3824e-04 - acc: 1.000 - ETA: 4s - loss: 4.1162e-04 - acc: 1.000 - ETA: 4s - loss: 0.0160 - acc: 0.9976 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9989Epoch 00239: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5140 - val_acc: 0.8275 Epoch 241/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.0073e-06 - acc: 1.000 - ETA: 4s - loss: 3.0756e-07 - acc: 1.000 - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 4s - loss: 0.0087 - acc: 0.9962 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00240: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5117 - val_acc: 0.8287 Epoch 242/2000 6660/6680 [============================>.] - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.4040e-07 - acc: 1.000 - ETA: 4s - loss: 1.6114e-06 - acc: 1.000 - ETA: 4s - loss: 0.0097 - acc: 0.9971 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0137 - acc: 0.995 - ETA: 4s - loss: 0.0122 - acc: 0.995 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0100 - acc: 0.996 - ETA: 3s - loss: 0.0092 - acc: 0.996 - ETA: 3s - loss: 0.0092 - acc: 0.996 - ETA: 3s - loss: 0.0085 - acc: 0.996 - ETA: 3s - loss: 0.0080 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.996 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00241: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5081 - val_acc: 0.8299 Epoch 243/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4043e-06 - acc: 1.000 - ETA: 4s - loss: 8.4178e-07 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9962 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00242: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5145 - val_acc: 0.8311 Epoch 244/2000 6660/6680 [============================>.] - ETA: 5s - loss: 7.7486e-07 - acc: 1.000 - ETA: 4s - loss: 2.2282e-06 - acc: 1.000 - ETA: 4s - loss: 1.3382e-06 - acc: 1.000 - ETA: 4s - loss: 9.6429e-07 - acc: 1.000 - ETA: 4s - loss: 7.7947e-07 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9976 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.997 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00243: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5231 - val_acc: 0.8275 Epoch 245/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 2.3478e-07 - acc: 1.000 - ETA: 4s - loss: 2.0908e-07 - acc: 1.000 - ETA: 4s - loss: 1.9214e-07 - acc: 1.000 - ETA: 4s - loss: 1.8279e-07 - acc: 1.000 - ETA: 4s - loss: 1.7762e-07 - acc: 1.000 - ETA: 4s - loss: 1.7234e-07 - acc: 1.000 - ETA: 4s - loss: 4.4146e-07 - acc: 1.000 - ETA: 4s - loss: 4.0678e-07 - acc: 1.000 - ETA: 4s - loss: 3.7902e-07 - acc: 1.000 - ETA: 4s - loss: 3.9593e-07 - acc: 1.000 - ETA: 4s - loss: 3.7388e-07 - acc: 1.000 - ETA: 4s - loss: 3.5489e-07 - acc: 1.000 - ETA: 3s - loss: 3.4739e-07 - acc: 1.000 - ETA: 3s - loss: 3.3287e-07 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9992 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9983Epoch 00244: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9984 - val_loss: 1.5170 - val_acc: 0.8287 Epoch 246/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2577e-07 - acc: 1.000 - ETA: 5s - loss: 1.8312e-07 - acc: 1.000 - ETA: 4s - loss: 1.9417e-07 - acc: 1.000 - ETA: 4s - loss: 1.8250e-07 - acc: 1.000 - ETA: 4s - loss: 2.7305e-07 - acc: 1.000 - ETA: 4s - loss: 2.4843e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9983 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00245: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5188 - val_acc: 0.8275 Epoch 247/2000 6640/6680 [============================>.] - ETA: 5s - loss: 2.2742e-04 - acc: 1.000 - ETA: 4s - loss: 4.5662e-05 - acc: 1.000 - ETA: 4s - loss: 2.5439e-05 - acc: 1.000 - ETA: 4s - loss: 3.6508e-05 - acc: 1.000 - ETA: 4s - loss: 2.7965e-05 - acc: 1.000 - ETA: 4s - loss: 2.2682e-05 - acc: 1.000 - ETA: 4s - loss: 1.3295e-04 - acc: 1.000 - ETA: 4s - loss: 1.1463e-04 - acc: 1.000 - ETA: 4s - loss: 1.0075e-04 - acc: 1.000 - ETA: 4s - loss: 8.9875e-05 - acc: 1.000 - ETA: 4s - loss: 8.1119e-05 - acc: 1.000 - ETA: 4s - loss: 7.3927e-05 - acc: 1.000 - ETA: 4s - loss: 6.7904e-05 - acc: 1.000 - ETA: 4s - loss: 6.3994e-05 - acc: 1.000 - ETA: 4s - loss: 3.8859e-04 - acc: 1.000 - ETA: 4s - loss: 0.0143 - acc: 0.9991 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.9988Epoch 00246: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5156 - val_acc: 0.8275 Epoch 248/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 5.0444e-05 - acc: 1.000 - ETA: 5s - loss: 2.8964e-05 - acc: 1.000 - ETA: 5s - loss: 2.0622e-05 - acc: 1.000 - ETA: 5s - loss: 1.5578e-05 - acc: 1.000 - ETA: 5s - loss: 1.2920e-05 - acc: 1.000 - ETA: 5s - loss: 1.0894e-05 - acc: 1.000 - ETA: 4s - loss: 9.2531e-06 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9983 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00247: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5145 - val_acc: 0.8263 Epoch 249/2000 6660/6680 [============================>.] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 7.0311e-04 - acc: 1.000 - ETA: 5s - loss: 4.8681e-04 - acc: 1.000 - ETA: 4s - loss: 3.7243e-04 - acc: 1.000 - ETA: 4s - loss: 3.0152e-04 - acc: 1.000 - ETA: 4s - loss: 2.5330e-04 - acc: 1.000 - ETA: 4s - loss: 2.1838e-04 - acc: 1.000 - ETA: 4s - loss: 1.9192e-04 - acc: 1.000 - ETA: 4s - loss: 1.7134e-04 - acc: 1.000 - ETA: 4s - loss: 1.5466e-04 - acc: 1.000 - ETA: 4s - loss: 1.4092e-04 - acc: 1.000 - ETA: 4s - loss: 1.2943e-04 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.9991 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 00248: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5304 - val_acc: 0.8263 Epoch 250/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.7940e-07 - acc: 1.000 - ETA: 5s - loss: 2.1117e-07 - acc: 1.000 - ETA: 5s - loss: 1.8044e-07 - acc: 1.000 - ETA: 5s - loss: 1.6411e-07 - acc: 1.000 - ETA: 4s - loss: 2.8370e-05 - acc: 1.000 - ETA: 4s - loss: 2.3459e-05 - acc: 1.000 - ETA: 4s - loss: 2.0006e-05 - acc: 1.000 - ETA: 4s - loss: 1.7446e-05 - acc: 1.000 - ETA: 4s - loss: 3.3162e-05 - acc: 1.000 - ETA: 4s - loss: 2.9701e-05 - acc: 1.000 - ETA: 4s - loss: 2.7541e-05 - acc: 1.000 - ETA: 4s - loss: 2.5672e-05 - acc: 1.000 - ETA: 4s - loss: 2.4041e-05 - acc: 1.000 - ETA: 4s - loss: 2.2606e-05 - acc: 1.000 - ETA: 4s - loss: 2.0955e-05 - acc: 1.000 - ETA: 4s - loss: 1.9860e-05 - acc: 1.000 - ETA: 4s - loss: 1.8566e-05 - acc: 1.000 - ETA: 4s - loss: 1.7704e-05 - acc: 1.000 - ETA: 4s - loss: 1.6917e-05 - acc: 1.000 - ETA: 4s - loss: 3.0613e-04 - acc: 1.000 - ETA: 4s - loss: 4.0498e-04 - acc: 1.000 - ETA: 4s - loss: 3.8532e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9994 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00249: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5300 - val_acc: 0.8251 Epoch 251/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3127e-07 - acc: 1.000 - ETA: 5s - loss: 1.8925e-07 - acc: 1.000 - ETA: 5s - loss: 1.7150e-07 - acc: 1.000 - ETA: 5s - loss: 2.1954e-07 - acc: 1.000 - ETA: 5s - loss: 2.2468e-07 - acc: 1.000 - ETA: 4s - loss: 2.0591e-07 - acc: 1.000 - ETA: 4s - loss: 2.0483e-07 - acc: 1.000 - ETA: 4s - loss: 1.9978e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9681e-04 - acc: 0.999 - ETA: 4s - loss: 9.3036e-04 - acc: 0.999 - ETA: 4s - loss: 8.7236e-04 - acc: 0.999 - ETA: 4s - loss: 8.2107e-04 - acc: 0.999 - ETA: 4s - loss: 7.8638e-04 - acc: 0.999 - ETA: 4s - loss: 7.5451e-04 - acc: 0.999 - ETA: 4s - loss: 7.2512e-04 - acc: 0.999 - ETA: 4s - loss: 6.9793e-04 - acc: 0.999 - ETA: 4s - loss: 6.6472e-04 - acc: 0.999 - ETA: 3s - loss: 6.4180e-04 - acc: 0.999 - ETA: 3s - loss: 6.2041e-04 - acc: 0.999 - ETA: 3s - loss: 5.9403e-04 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.9990 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00250: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5273 - val_acc: 0.8251 Epoch 252/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5239e-06 - acc: 1.000 - ETA: 4s - loss: 1.4787e-06 - acc: 1.000 - ETA: 4s - loss: 1.2566e-06 - acc: 1.000 - ETA: 4s - loss: 1.0879e-06 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9976 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00251: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5188 - val_acc: 0.8263 Epoch 253/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 2.0751e-06 - acc: 1.000 - ETA: 5s - loss: 2.3682e-06 - acc: 1.000 - ETA: 5s - loss: 1.9164e-06 - acc: 1.000 - ETA: 5s - loss: 1.5021e-06 - acc: 1.000 - ETA: 5s - loss: 1.2631e-06 - acc: 1.000 - ETA: 5s - loss: 1.0831e-06 - acc: 1.000 - ETA: 5s - loss: 1.0840e-06 - acc: 1.000 - ETA: 5s - loss: 9.3813e-07 - acc: 1.000 - ETA: 5s - loss: 8.3143e-07 - acc: 1.000 - ETA: 5s - loss: 7.8953e-07 - acc: 1.000 - ETA: 5s - loss: 7.3518e-07 - acc: 1.000 - ETA: 5s - loss: 6.8951e-07 - acc: 1.000 - ETA: 5s - loss: 6.5138e-07 - acc: 1.000 - ETA: 5s - loss: 6.1765e-07 - acc: 1.000 - ETA: 5s - loss: 6.3256e-07 - acc: 1.000 - ETA: 5s - loss: 6.0341e-07 - acc: 1.000 - ETA: 5s - loss: 5.7705e-07 - acc: 1.000 - ETA: 4s - loss: 5.5373e-07 - acc: 1.000 - ETA: 4s - loss: 5.3294e-07 - acc: 1.000 - ETA: 4s - loss: 5.3460e-07 - acc: 1.000 - ETA: 4s - loss: 1.2017e-06 - acc: 1.000 - ETA: 4s - loss: 1.1448e-06 - acc: 1.000 - ETA: 4s - loss: 1.1041e-06 - acc: 1.000 - ETA: 4s - loss: 1.0677e-06 - acc: 1.000 - ETA: 4s - loss: 1.0269e-06 - acc: 1.000 - ETA: 4s - loss: 9.9510e-07 - acc: 1.000 - ETA: 4s - loss: 9.7955e-07 - acc: 1.000 - ETA: 4s - loss: 9.7214e-07 - acc: 1.000 - ETA: 4s - loss: 9.4626e-07 - acc: 1.000 - ETA: 4s - loss: 9.7965e-07 - acc: 1.000 - ETA: 4s - loss: 1.0002e-06 - acc: 1.000 - ETA: 4s - loss: 9.7037e-07 - acc: 1.000 - ETA: 4s - loss: 9.4715e-07 - acc: 1.000 - ETA: 3s - loss: 9.1774e-07 - acc: 1.000 - ETA: 3s - loss: 8.9406e-07 - acc: 1.000 - ETA: 3s - loss: 8.6949e-07 - acc: 1.000 - ETA: 3s - loss: 8.4950e-07 - acc: 1.000 - ETA: 3s - loss: 8.2655e-07 - acc: 1.000 - ETA: 3s - loss: 8.1045e-07 - acc: 1.000 - ETA: 3s - loss: 2.6722e-04 - acc: 0.999 - ETA: 3s - loss: 2.6133e-04 - acc: 0.999 - ETA: 3s - loss: 2.5570e-04 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.9993 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00252: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5237 - val_acc: 0.8275 Epoch 254/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5392e-07 - acc: 1.000 - ETA: 5s - loss: 1.9802e-07 - acc: 1.000 - ETA: 5s - loss: 1.7515e-07 - acc: 1.000 - ETA: 5s - loss: 2.1476e-07 - acc: 1.000 - ETA: 5s - loss: 2.0375e-07 - acc: 1.000 - ETA: 5s - loss: 1.8905e-07 - acc: 1.000 - ETA: 4s - loss: 5.6972e-07 - acc: 1.000 - ETA: 4s - loss: 5.1045e-07 - acc: 1.000 - ETA: 4s - loss: 4.7515e-07 - acc: 1.000 - ETA: 4s - loss: 4.4706e-07 - acc: 1.000 - ETA: 4s - loss: 4.2620e-07 - acc: 1.000 - ETA: 4s - loss: 4.0405e-07 - acc: 1.000 - ETA: 4s - loss: 4.0533e-07 - acc: 1.000 - ETA: 4s - loss: 3.8897e-07 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00253: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5214 - val_acc: 0.8263 Epoch 255/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.3438e-07 - acc: 1.000 - ETA: 5s - loss: 4.3012e-05 - acc: 1.000 - ETA: 5s - loss: 3.5443e-05 - acc: 1.000 - ETA: 5s - loss: 3.0153e-05 - acc: 1.000 - ETA: 5s - loss: 2.6255e-05 - acc: 1.000 - ETA: 5s - loss: 2.2384e-05 - acc: 1.000 - ETA: 5s - loss: 2.0160e-05 - acc: 1.000 - ETA: 5s - loss: 1.5942e-04 - acc: 1.000 - ETA: 5s - loss: 0.0023 - acc: 0.9986 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00254: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5205 - val_acc: 0.8263 Epoch 256/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.2645e-07 - acc: 1.000 - ETA: 5s - loss: 2.3097e-07 - acc: 1.000 - ETA: 5s - loss: 3.7345e-07 - acc: 1.000 - ETA: 5s - loss: 3.2653e-07 - acc: 1.000 - ETA: 5s - loss: 0.0040 - acc: 0.9974 - ETA: 5s - loss: 0.0034 - acc: 0.997 - ETA: 5s - loss: 0.0030 - acc: 0.998 - ETA: 5s - loss: 0.0027 - acc: 0.998 - ETA: 5s - loss: 0.0024 - acc: 0.998 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 5s - loss: 0.0023 - acc: 0.998 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00255: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5401 - val_acc: 0.8251 Epoch 257/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 6.7307e-07 - acc: 1.000 - ETA: 5s - loss: 8.1265e-07 - acc: 1.000 - ETA: 5s - loss: 6.9740e-07 - acc: 1.000 - ETA: 5s - loss: 6.4191e-07 - acc: 1.000 - ETA: 5s - loss: 8.5251e-07 - acc: 1.000 - ETA: 4s - loss: 7.5835e-07 - acc: 1.000 - ETA: 4s - loss: 6.8386e-07 - acc: 1.000 - ETA: 4s - loss: 6.3689e-07 - acc: 1.000 - ETA: 4s - loss: 5.8527e-07 - acc: 1.000 - ETA: 4s - loss: 5.4331e-07 - acc: 1.000 - ETA: 4s - loss: 5.0797e-07 - acc: 1.000 - ETA: 4s - loss: 4.7829e-07 - acc: 1.000 - ETA: 4s - loss: 7.0461e-07 - acc: 1.000 - ETA: 4s - loss: 3.4523e-05 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9992 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00256: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5355 - val_acc: 0.8251 Epoch 258/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 2.9812e-05 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 00257: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5259 - val_acc: 0.8275 Epoch 259/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.9180e-06 - acc: 1.000 - ETA: 4s - loss: 1.7523e-06 - acc: 1.000 - ETA: 4s - loss: 1.1462e-05 - acc: 1.000 - ETA: 4s - loss: 8.8002e-06 - acc: 1.000 - ETA: 4s - loss: 7.1650e-06 - acc: 1.000 - ETA: 4s - loss: 6.0378e-06 - acc: 1.000 - ETA: 4s - loss: 5.2680e-06 - acc: 1.000 - ETA: 4s - loss: 4.6829e-06 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00258: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5187 - val_acc: 0.8263 Epoch 260/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 4.9353e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00259: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5292 - val_acc: 0.8263 Epoch 261/2000 6640/6680 [============================>.] - ETA: 5s - loss: 9.4772e-07 - acc: 1.000 - ETA: 4s - loss: 2.8491e-07 - acc: 1.000 - ETA: 4s - loss: 2.1590e-07 - acc: 1.000 - ETA: 4s - loss: 1.9188e-07 - acc: 1.000 - ETA: 4s - loss: 2.1072e-07 - acc: 1.000 - ETA: 4s - loss: 1.9372e-07 - acc: 1.000 - ETA: 4s - loss: 8.6313e-05 - acc: 1.000 - ETA: 4s - loss: 7.4497e-05 - acc: 1.000 - ETA: 4s - loss: 6.5492e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00260: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5285 - val_acc: 0.8275 Epoch 262/2000 6600/6680 [============================>.] - ETA: 5s - loss: 7.3314e-07 - acc: 1.000 - ETA: 5s - loss: 3.0518e-07 - acc: 1.000 - ETA: 5s - loss: 2.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.4358e-06 - acc: 1.000 - ETA: 4s - loss: 1.3057e-06 - acc: 1.000 - ETA: 4s - loss: 1.0925e-06 - acc: 1.000 - ETA: 4s - loss: 9.4615e-07 - acc: 1.000 - ETA: 4s - loss: 8.4545e-07 - acc: 1.000 - ETA: 4s - loss: 7.6853e-07 - acc: 1.000 - ETA: 4s - loss: 7.1815e-07 - acc: 1.000 - ETA: 4s - loss: 6.7658e-07 - acc: 1.000 - ETA: 4s - loss: 1.7772e-06 - acc: 1.000 - ETA: 4s - loss: 1.6419e-06 - acc: 1.000 - ETA: 4s - loss: 1.5288e-06 - acc: 1.000 - ETA: 4s - loss: 1.4330e-06 - acc: 1.000 - ETA: 4s - loss: 1.3514e-06 - acc: 1.000 - ETA: 4s - loss: 1.2780e-06 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00261: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5282 - val_acc: 0.8263 Epoch 263/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9962 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9635e-04 - acc: 0.999 - ETA: 3s - loss: 9.5158e-04 - acc: 0.999 - ETA: 3s - loss: 9.1066e-04 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.9990 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00262: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5163 - val_acc: 0.8275 Epoch 264/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 0.0042 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.9989Epoch 00263: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9988 - val_loss: 1.5254 - val_acc: 0.8263 Epoch 265/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 7.2686e-04 - acc: 1.000 - ETA: 5s - loss: 5.0884e-04 - acc: 1.000 - ETA: 5s - loss: 3.9144e-04 - acc: 1.000 - ETA: 5s - loss: 3.1808e-04 - acc: 1.000 - ETA: 5s - loss: 2.8904e-04 - acc: 1.000 - ETA: 5s - loss: 2.5136e-04 - acc: 1.000 - ETA: 5s - loss: 2.1424e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7040e-04 - acc: 1.000 - ETA: 4s - loss: 8.8024e-04 - acc: 1.000 - ETA: 4s - loss: 8.0570e-04 - acc: 1.000 - ETA: 4s - loss: 7.4252e-04 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.9991 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00264: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5347 - val_acc: 0.8251 Epoch 266/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 3.2830e-04 - acc: 1.000 - ETA: 4s - loss: 2.1891e-04 - acc: 1.000 - ETA: 5s - loss: 1.6423e-04 - acc: 1.000 - ETA: 4s - loss: 1.3141e-04 - acc: 1.000 - ETA: 4s - loss: 1.0953e-04 - acc: 1.000 - ETA: 4s - loss: 9.3925e-05 - acc: 1.000 - ETA: 4s - loss: 8.2427e-05 - acc: 1.000 - ETA: 4s - loss: 7.3337e-05 - acc: 1.000 - ETA: 4s - loss: 6.6024e-05 - acc: 1.000 - ETA: 4s - loss: 6.0032e-05 - acc: 1.000 - ETA: 4s - loss: 5.5040e-05 - acc: 1.000 - ETA: 4s - loss: 5.0828e-05 - acc: 1.000 - ETA: 4s - loss: 4.7207e-05 - acc: 1.000 - ETA: 4s - loss: 4.4813e-05 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9992 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00265: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5311 - val_acc: 0.8263 Epoch 267/2000 6640/6680 [============================>.] - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 3.9368e-04 - acc: 1.000 - ETA: 4s - loss: 2.1877e-04 - acc: 1.000 - ETA: 4s - loss: 0.0642 - acc: 0.9962 - ETA: 4s - loss: 0.0491 - acc: 0.997 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00266: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5310 - val_acc: 0.8263 Epoch 268/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6615e-07 - acc: 1.000 - ETA: 5s - loss: 3.8855e-07 - acc: 1.000 - ETA: 4s - loss: 3.0374e-07 - acc: 1.000 - ETA: 4s - loss: 2.6301e-07 - acc: 1.000 - ETA: 4s - loss: 2.9087e-07 - acc: 1.000 - ETA: 4s - loss: 2.6276e-07 - acc: 1.000 - ETA: 4s - loss: 1.2489e-05 - acc: 1.000 - ETA: 4s - loss: 1.5441e-04 - acc: 1.000 - ETA: 4s - loss: 1.3726e-04 - acc: 1.000 - ETA: 4s - loss: 1.2355e-04 - acc: 1.000 - ETA: 4s - loss: 1.1233e-04 - acc: 1.000 - ETA: 4s - loss: 1.0298e-04 - acc: 1.000 - ETA: 4s - loss: 9.5077e-05 - acc: 1.000 - ETA: 4s - loss: 8.8295e-05 - acc: 1.000 - ETA: 4s - loss: 8.2418e-05 - acc: 1.000 - ETA: 4s - loss: 7.7274e-05 - acc: 1.000 - ETA: 3s - loss: 7.2742e-05 - acc: 1.000 - ETA: 3s - loss: 6.8707e-05 - acc: 1.000 - ETA: 3s - loss: 6.5104e-05 - acc: 1.000 - ETA: 3s - loss: 6.1862e-05 - acc: 1.000 - ETA: 3s - loss: 5.8922e-05 - acc: 1.000 - ETA: 3s - loss: 5.6255e-05 - acc: 1.000 - ETA: 3s - loss: 5.3819e-05 - acc: 1.000 - ETA: 3s - loss: 5.1581e-05 - acc: 1.000 - ETA: 3s - loss: 4.9523e-05 - acc: 1.000 - ETA: 3s - loss: 4.7629e-05 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00267: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5272 - val_acc: 0.8263 Epoch 269/2000 6620/6680 [============================>.] - ETA: 4s - loss: 8.3745e-07 - acc: 1.000 - ETA: 4s - loss: 2.7657e-07 - acc: 1.000 - ETA: 4s - loss: 2.3643e-07 - acc: 1.000 - ETA: 4s - loss: 2.9877e-07 - acc: 1.000 - ETA: 4s - loss: 2.6003e-07 - acc: 1.000 - ETA: 4s - loss: 2.7793e-04 - acc: 1.000 - ETA: 4s - loss: 2.3166e-04 - acc: 1.000 - ETA: 4s - loss: 1.9918e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9984 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.6723e-04 - acc: 0.999 - ETA: 4s - loss: 8.9689e-04 - acc: 0.999 - ETA: 4s - loss: 8.3611e-04 - acc: 0.999 - ETA: 4s - loss: 7.8304e-04 - acc: 0.999 - ETA: 4s - loss: 7.3630e-04 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.9986 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00268: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5327 - val_acc: 0.8263 Epoch 270/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00269: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5289 - val_acc: 0.8287 Epoch 271/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 4.3989e-07 - acc: 1.000 - ETA: 5s - loss: 3.0928e-07 - acc: 1.000 - ETA: 4s - loss: 3.1453e-07 - acc: 1.000 - ETA: 4s - loss: 2.7594e-07 - acc: 1.000 - ETA: 4s - loss: 1.2691e-05 - acc: 1.000 - ETA: 4s - loss: 1.0680e-05 - acc: 1.000 - ETA: 4s - loss: 9.2271e-06 - acc: 1.000 - ETA: 4s - loss: 2.3015e-04 - acc: 1.000 - ETA: 4s - loss: 2.0529e-04 - acc: 1.000 - ETA: 4s - loss: 1.8527e-04 - acc: 1.000 - ETA: 4s - loss: 1.6882e-04 - acc: 1.000 - ETA: 4s - loss: 1.5505e-04 - acc: 1.000 - ETA: 4s - loss: 1.4336e-04 - acc: 1.000 - ETA: 4s - loss: 4.9022e-04 - acc: 1.000 - ETA: 4s - loss: 4.5811e-04 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00270: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5336 - val_acc: 0.8263 Epoch 272/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.2173e-07 - acc: 1.000 - ETA: 4s - loss: 1.9722e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00271: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5271 - val_acc: 0.8275 Epoch 273/2000 6600/6680 [============================>.] - ETA: 7s - loss: 1.8775e-07 - acc: 1.000 - ETA: 6s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 2.2990e-07 - acc: 1.000 - ETA: 5s - loss: 1.8965e-07 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 0.9967 - ETA: 5s - loss: 0.0032 - acc: 0.997 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00272: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5337 - val_acc: 0.8275 Epoch 274/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2338e-06 - acc: 1.000 - ETA: 5s - loss: 3.4333e-07 - acc: 1.000 - ETA: 4s - loss: 2.5299e-07 - acc: 1.000 - ETA: 4s - loss: 2.7464e-07 - acc: 1.000 - ETA: 4s - loss: 2.3877e-07 - acc: 1.000 - ETA: 4s - loss: 2.1898e-07 - acc: 1.000 - ETA: 4s - loss: 2.0766e-07 - acc: 1.000 - ETA: 4s - loss: 1.9587e-07 - acc: 1.000 - ETA: 4s - loss: 1.8869e-07 - acc: 1.000 - ETA: 4s - loss: 1.8577e-07 - acc: 1.000 - ETA: 4s - loss: 3.9483e-06 - acc: 1.000 - ETA: 4s - loss: 4.1866e-06 - acc: 1.000 - ETA: 4s - loss: 3.8407e-06 - acc: 1.000 - ETA: 4s - loss: 3.6182e-06 - acc: 1.000 - ETA: 4s - loss: 3.3726e-06 - acc: 1.000 - ETA: 4s - loss: 3.2057e-06 - acc: 1.000 - ETA: 4s - loss: 3.0517e-06 - acc: 1.000 - ETA: 4s - loss: 3.0702e-06 - acc: 1.000 - ETA: 4s - loss: 3.7220e-06 - acc: 1.000 - ETA: 4s - loss: 3.5212e-06 - acc: 1.000 - ETA: 4s - loss: 3.3866e-06 - acc: 1.000 - ETA: 4s - loss: 3.2190e-06 - acc: 1.000 - ETA: 3s - loss: 3.0678e-06 - acc: 1.000 - ETA: 3s - loss: 2.9310e-06 - acc: 1.000 - ETA: 3s - loss: 2.8376e-06 - acc: 1.000 - ETA: 3s - loss: 2.7207e-06 - acc: 1.000 - ETA: 3s - loss: 2.6251e-06 - acc: 1.000 - ETA: 3s - loss: 2.9282e-05 - acc: 1.000 - ETA: 3s - loss: 2.8172e-05 - acc: 1.000 - ETA: 3s - loss: 2.7393e-05 - acc: 1.000 - ETA: 3s - loss: 2.8335e-05 - acc: 1.000 - ETA: 3s - loss: 0.0070 - acc: 0.9996 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9986Epoch 00273: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9987 - val_loss: 1.5329 - val_acc: 0.8275 Epoch 275/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0896 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.9988Epoch 00274: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0107 - acc: 0.9988 - val_loss: 1.5308 - val_acc: 0.8275 Epoch 276/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2953e-07 - acc: 1.000 - ETA: 4s - loss: 9.1198e-07 - acc: 1.000 - ETA: 4s - loss: 0.0216 - acc: 0.9971 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00275: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5301 - val_acc: 0.8275 Epoch 277/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.9133e-06 - acc: 1.000 - ETA: 5s - loss: 5.2632e-07 - acc: 1.000 - ETA: 4s - loss: 3.4902e-07 - acc: 1.000 - ETA: 4s - loss: 2.7831e-07 - acc: 1.000 - ETA: 4s - loss: 2.4491e-07 - acc: 1.000 - ETA: 4s - loss: 2.4325e-07 - acc: 1.000 - ETA: 4s - loss: 7.0321e-06 - acc: 1.000 - ETA: 4s - loss: 6.2939e-06 - acc: 1.000 - ETA: 4s - loss: 5.5237e-06 - acc: 1.000 - ETA: 4s - loss: 4.9232e-06 - acc: 1.000 - ETA: 4s - loss: 4.4439e-06 - acc: 1.000 - ETA: 4s - loss: 3.7795e-05 - acc: 1.000 - ETA: 4s - loss: 3.4658e-05 - acc: 1.000 - ETA: 4s - loss: 3.2001e-05 - acc: 1.000 - ETA: 4s - loss: 2.9725e-05 - acc: 1.000 - ETA: 4s - loss: 2.7752e-05 - acc: 1.000 - ETA: 4s - loss: 2.6025e-05 - acc: 1.000 - ETA: 3s - loss: 2.4502e-05 - acc: 1.000 - ETA: 3s - loss: 2.3555e-05 - acc: 1.000 - ETA: 3s - loss: 2.2305e-05 - acc: 1.000 - ETA: 3s - loss: 2.1182e-05 - acc: 1.000 - ETA: 3s - loss: 2.0167e-05 - acc: 1.000 - ETA: 3s - loss: 1.9246e-05 - acc: 1.000 - ETA: 3s - loss: 1.9554e-05 - acc: 1.000 - ETA: 3s - loss: 1.8736e-05 - acc: 1.000 - ETA: 3s - loss: 1.7984e-05 - acc: 1.000 - ETA: 3s - loss: 6.7065e-04 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.9991 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00276: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5403 - val_acc: 0.8275 Epoch 278/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9989Epoch 00277: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9990 - val_loss: 1.5387 - val_acc: 0.8263 Epoch 279/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 1.0000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6334e-04 - acc: 0.999 - ETA: 3s - loss: 9.1636e-04 - acc: 0.999 - ETA: 3s - loss: 8.7374e-04 - acc: 0.999 - ETA: 3s - loss: 8.4429e-04 - acc: 0.999 - ETA: 3s - loss: 8.0799e-04 - acc: 0.999 - ETA: 3s - loss: 7.7468e-04 - acc: 0.999 - ETA: 3s - loss: 7.7572e-04 - acc: 0.999 - ETA: 3s - loss: 7.4617e-04 - acc: 0.999 - ETA: 3s - loss: 7.1882e-04 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.9991 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00278: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5323 - val_acc: 0.8275 Epoch 280/2000 6620/6680 [============================>.] - ETA: 5s - loss: 3.7253e-07 - acc: 1.000 - ETA: 5s - loss: 4.9398e-07 - acc: 1.000 - ETA: 6s - loss: 0.1151 - acc: 0.9929 - ETA: 6s - loss: 0.0806 - acc: 0.995 - ETA: 6s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 5s - loss: 0.0269 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0212 - acc: 0.998 - ETA: 5s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.996 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00279: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5290 - val_acc: 0.8263 Epoch 281/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.7803e-07 - acc: 1.000 - ETA: 5s - loss: 3.1856e-07 - acc: 1.000 - ETA: 4s - loss: 1.0349e-06 - acc: 1.000 - ETA: 4s - loss: 1.0050e-05 - acc: 1.000 - ETA: 4s - loss: 7.1565e-04 - acc: 1.000 - ETA: 4s - loss: 6.0116e-04 - acc: 1.000 - ETA: 4s - loss: 5.1826e-04 - acc: 1.000 - ETA: 4s - loss: 4.5546e-04 - acc: 1.000 - ETA: 4s - loss: 4.2100e-04 - acc: 1.000 - ETA: 4s - loss: 3.7994e-04 - acc: 1.000 - ETA: 4s - loss: 3.4620e-04 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9990 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00280: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5409 - val_acc: 0.8275 Epoch 282/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.4769e-07 - acc: 1.000 - ETA: 4s - loss: 1.4122e-07 - acc: 1.000 - ETA: 4s - loss: 1.4200e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00281: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5298 - val_acc: 0.8263 Epoch 283/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.0160 - acc: 0.9800 - ETA: 4s - loss: 0.0089 - acc: 0.988 - ETA: 4s - loss: 0.0062 - acc: 0.992 - ETA: 4s - loss: 0.0047 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.996 - ETA: 3s - loss: 0.0046 - acc: 0.996 - ETA: 3s - loss: 0.0043 - acc: 0.996 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9986Epoch 00282: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.5403 - val_acc: 0.8251 Epoch 284/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2677e-07 - acc: 1.000 - ETA: 4s - loss: 1.2605e-07 - acc: 1.000 - ETA: 4s - loss: 1.2531e-07 - acc: 1.000 - ETA: 4s - loss: 1.2648e-07 - acc: 1.000 - ETA: 4s - loss: 1.4202e-07 - acc: 1.000 - ETA: 4s - loss: 1.4088e-07 - acc: 1.000 - ETA: 4s - loss: 1.9782e-07 - acc: 1.000 - ETA: 4s - loss: 1.9052e-07 - acc: 1.000 - ETA: 4s - loss: 1.8418e-07 - acc: 1.000 - ETA: 4s - loss: 1.7954e-07 - acc: 1.000 - ETA: 4s - loss: 8.7107e-06 - acc: 1.000 - ETA: 4s - loss: 8.1081e-06 - acc: 1.000 - ETA: 4s - loss: 7.5905e-06 - acc: 1.000 - ETA: 4s - loss: 7.1389e-06 - acc: 1.000 - ETA: 3s - loss: 6.7425e-06 - acc: 1.000 - ETA: 3s - loss: 6.3797e-06 - acc: 1.000 - ETA: 3s - loss: 6.0591e-06 - acc: 1.000 - ETA: 3s - loss: 5.7659e-06 - acc: 1.000 - ETA: 3s - loss: 5.5004e-06 - acc: 1.000 - ETA: 3s - loss: 1.3965e-04 - acc: 1.000 - ETA: 3s - loss: 1.3364e-04 - acc: 1.000 - ETA: 3s - loss: 1.2814e-04 - acc: 1.000 - ETA: 3s - loss: 1.2339e-04 - acc: 1.000 - ETA: 3s - loss: 1.1870e-04 - acc: 1.000 - ETA: 3s - loss: 4.0761e-04 - acc: 1.000 - ETA: 3s - loss: 3.9318e-04 - acc: 1.000 - ETA: 3s - loss: 3.7975e-04 - acc: 1.000 - ETA: 3s - loss: 3.6720e-04 - acc: 1.000 - ETA: 3s - loss: 3.5546e-04 - acc: 1.000 - ETA: 3s - loss: 3.9750e-04 - acc: 1.000 - ETA: 2s - loss: 3.8555e-04 - acc: 1.000 - ETA: 2s - loss: 0.0015 - acc: 0.9996 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00283: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5384 - val_acc: 0.8275 Epoch 285/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.3312e-07 - acc: 1.000 - ETA: 4s - loss: 1.3296e-07 - acc: 1.000 - ETA: 4s - loss: 1.2973e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2948e-04 - acc: 0.998 - ETA: 4s - loss: 8.6611e-04 - acc: 0.998 - ETA: 4s - loss: 7.9396e-04 - acc: 0.999 - ETA: 4s - loss: 7.3289e-04 - acc: 0.999 - ETA: 4s - loss: 6.8055e-04 - acc: 0.999 - ETA: 4s - loss: 6.3534e-04 - acc: 0.999 - ETA: 4s - loss: 5.9568e-04 - acc: 0.999 - ETA: 4s - loss: 5.9566e-04 - acc: 0.999 - ETA: 4s - loss: 5.7049e-04 - acc: 0.999 - ETA: 4s - loss: 5.4737e-04 - acc: 0.999 - ETA: 4s - loss: 5.2605e-04 - acc: 0.999 - ETA: 4s - loss: 5.0633e-04 - acc: 0.999 - ETA: 3s - loss: 4.8226e-04 - acc: 0.999 - ETA: 3s - loss: 4.8308e-04 - acc: 0.999 - ETA: 3s - loss: 4.6209e-04 - acc: 0.999 - ETA: 3s - loss: 4.4284e-04 - acc: 0.999 - ETA: 3s - loss: 4.2513e-04 - acc: 0.999 - ETA: 3s - loss: 4.0880e-04 - acc: 0.999 - ETA: 3s - loss: 3.9734e-04 - acc: 0.999 - ETA: 3s - loss: 3.8329e-04 - acc: 0.999 - ETA: 3s - loss: 3.6997e-04 - acc: 0.999 - ETA: 3s - loss: 3.5754e-04 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.9992 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00284: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9990 - val_loss: 1.5404 - val_acc: 0.8275 Epoch 286/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.4970e-07 - acc: 1.000 - ETA: 5s - loss: 4.5077e-07 - acc: 1.000 - ETA: 5s - loss: 3.8012e-07 - acc: 1.000 - ETA: 5s - loss: 3.2634e-07 - acc: 1.000 - ETA: 5s - loss: 2.9762e-06 - acc: 1.000 - ETA: 5s - loss: 2.4584e-06 - acc: 1.000 - ETA: 5s - loss: 2.1421e-06 - acc: 1.000 - ETA: 4s - loss: 1.8735e-06 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9985 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00285: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5504 - val_acc: 0.8263 Epoch 287/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.3778e-06 - acc: 1.000 - ETA: 5s - loss: 1.8770e-06 - acc: 1.000 - ETA: 5s - loss: 1.2911e-06 - acc: 1.000 - ETA: 5s - loss: 9.9811e-07 - acc: 1.000 - ETA: 5s - loss: 8.2799e-07 - acc: 1.000 - ETA: 5s - loss: 7.9308e-07 - acc: 1.000 - ETA: 4s - loss: 6.1143e-06 - acc: 1.000 - ETA: 4s - loss: 5.3419e-06 - acc: 1.000 - ETA: 4s - loss: 5.4464e-06 - acc: 1.000 - ETA: 4s - loss: 4.9078e-06 - acc: 1.000 - ETA: 4s - loss: 4.5660e-06 - acc: 1.000 - ETA: 4s - loss: 4.2724e-06 - acc: 1.000 - ETA: 4s - loss: 4.0197e-06 - acc: 1.000 - ETA: 4s - loss: 3.7199e-06 - acc: 1.000 - ETA: 4s - loss: 3.5236e-06 - acc: 1.000 - ETA: 4s - loss: 3.2937e-06 - acc: 1.000 - ETA: 4s - loss: 3.1143e-06 - acc: 1.000 - ETA: 4s - loss: 2.9782e-06 - acc: 1.000 - ETA: 4s - loss: 2.8148e-06 - acc: 1.000 - ETA: 4s - loss: 2.6691e-06 - acc: 1.000 - ETA: 4s - loss: 2.5762e-06 - acc: 1.000 - ETA: 4s - loss: 2.4844e-06 - acc: 1.000 - ETA: 4s - loss: 2.3721e-06 - acc: 1.000 - ETA: 3s - loss: 2.2697e-06 - acc: 1.000 - ETA: 3s - loss: 2.0872e-04 - acc: 1.000 - ETA: 3s - loss: 5.7475e-04 - acc: 0.999 - ETA: 3s - loss: 5.5177e-04 - acc: 0.999 - ETA: 3s - loss: 5.3570e-04 - acc: 0.999 - ETA: 3s - loss: 5.2054e-04 - acc: 0.999 - ETA: 3s - loss: 5.0622e-04 - acc: 0.999 - ETA: 3s - loss: 4.9266e-04 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.9991 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00286: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5381 - val_acc: 0.8263 Epoch 288/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.8052e-06 - acc: 1.000 - ETA: 4s - loss: 0.0303 - acc: 0.9944 - ETA: 5s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00287: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5365 - val_acc: 0.8275 Epoch 289/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3337e-07 - acc: 1.000 - ETA: 5s - loss: 1.6419e-05 - acc: 1.000 - ETA: 5s - loss: 1.2074e-05 - acc: 1.000 - ETA: 5s - loss: 9.5582e-06 - acc: 1.000 - ETA: 5s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0312 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00288: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5377 - val_acc: 0.8263 Epoch 290/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.3090e-07 - acc: 1.000 - ETA: 4s - loss: 5.4706e-05 - acc: 1.000 - ETA: 4s - loss: 4.4317e-05 - acc: 1.000 - ETA: 4s - loss: 3.8794e-05 - acc: 1.000 - ETA: 4s - loss: 3.3269e-05 - acc: 1.000 - ETA: 4s - loss: 2.9126e-05 - acc: 1.000 - ETA: 4s - loss: 8.4285e-05 - acc: 1.000 - ETA: 4s - loss: 0.0202 - acc: 0.9987 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.9991Epoch 00289: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5429 - val_acc: 0.8275 Epoch 291/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 2.8123e-07 - acc: 1.000 - ETA: 5s - loss: 2.3842e-07 - acc: 1.000 - ETA: 5s - loss: 2.1855e-07 - acc: 1.000 - ETA: 5s - loss: 2.0436e-07 - acc: 1.000 - ETA: 5s - loss: 1.9508e-07 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 0.9981 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00290: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5338 - val_acc: 0.8263 Epoch 292/2000 6640/6680 [============================>.] - ETA: 7s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 0.0100 - acc: 1.0000 - ETA: 6s - loss: 0.0057 - acc: 1.000 - ETA: 5s - loss: 0.0036 - acc: 1.000 - ETA: 5s - loss: 0.0564 - acc: 0.996 - ETA: 5s - loss: 0.0445 - acc: 0.997 - ETA: 5s - loss: 0.0368 - acc: 0.997 - ETA: 5s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.998 - ETA: 4s - loss: 0.0306 - acc: 0.998 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00291: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5405 - val_acc: 0.8251 Epoch 293/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3888e-07 - acc: 1.000 - ETA: 5s - loss: 1.3146e-07 - acc: 1.000 - ETA: 4s - loss: 1.2769e-07 - acc: 1.000 - ETA: 4s - loss: 6.1776e-05 - acc: 1.000 - ETA: 4s - loss: 5.0033e-05 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9980 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00292: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5451 - val_acc: 0.8251 Epoch 294/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 2.6135e-07 - acc: 1.000 - ETA: 4s - loss: 2.3754e-07 - acc: 1.000 - ETA: 4s - loss: 2.1543e-07 - acc: 1.000 - ETA: 4s - loss: 2.0051e-07 - acc: 1.000 - ETA: 4s - loss: 1.9649e-07 - acc: 1.000 - ETA: 4s - loss: 1.9634e-07 - acc: 1.000 - ETA: 4s - loss: 1.8800e-07 - acc: 1.000 - ETA: 4s - loss: 1.9909e-07 - acc: 1.000 - ETA: 4s - loss: 6.5250e-04 - acc: 1.000 - ETA: 4s - loss: 5.9924e-04 - acc: 1.000 - ETA: 4s - loss: 5.5404e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9991 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00293: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5409 - val_acc: 0.8263 Epoch 295/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0070 - acc: 0.9944 - ETA: 4s - loss: 0.0048 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.994 - ETA: 4s - loss: 0.0275 - acc: 0.995 - ETA: 4s - loss: 0.0246 - acc: 0.995 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0230 - acc: 0.995 - ETA: 4s - loss: 0.0211 - acc: 0.995 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00294: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5380 - val_acc: 0.8263 Epoch 296/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 4s - loss: 1.5895e-07 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9962 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00295: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5497 - val_acc: 0.8251 Epoch 297/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.0589e-04 - acc: 1.000 - ETA: 5s - loss: 2.1276e-05 - acc: 1.000 - ETA: 5s - loss: 1.1873e-05 - acc: 1.000 - ETA: 5s - loss: 6.3514e-04 - acc: 1.000 - ETA: 5s - loss: 4.7639e-04 - acc: 1.000 - ETA: 5s - loss: 0.0026 - acc: 0.9974 - ETA: 5s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00296: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5400 - val_acc: 0.8251 Epoch 298/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3769e-07 - acc: 1.000 - ETA: 4s - loss: 1.3014e-07 - acc: 1.000 - ETA: 4s - loss: 1.2677e-07 - acc: 1.000 - ETA: 4s - loss: 1.2920e-07 - acc: 1.000 - ETA: 4s - loss: 1.2787e-07 - acc: 1.000 - ETA: 4s - loss: 2.5881e-07 - acc: 1.000 - ETA: 4s - loss: 2.4502e-07 - acc: 1.000 - ETA: 4s - loss: 2.3342e-07 - acc: 1.000 - ETA: 4s - loss: 2.3110e-07 - acc: 1.000 - ETA: 4s - loss: 2.2242e-07 - acc: 1.000 - ETA: 4s - loss: 2.1545e-07 - acc: 1.000 - ETA: 4s - loss: 2.9763e-07 - acc: 1.000 - ETA: 4s - loss: 2.9566e-07 - acc: 1.000 - ETA: 4s - loss: 2.9156e-07 - acc: 1.000 - ETA: 4s - loss: 2.7957e-07 - acc: 1.000 - ETA: 4s - loss: 2.7260e-07 - acc: 1.000 - ETA: 4s - loss: 2.6320e-07 - acc: 1.000 - ETA: 4s - loss: 3.3026e-06 - acc: 1.000 - ETA: 4s - loss: 3.1258e-06 - acc: 1.000 - ETA: 4s - loss: 2.9681e-06 - acc: 1.000 - ETA: 4s - loss: 2.8257e-06 - acc: 1.000 - ETA: 3s - loss: 0.0096 - acc: 0.9994 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00297: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5402 - val_acc: 0.8251 Epoch 299/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3828e-07 - acc: 1.000 - ETA: 4s - loss: 7.8682e-07 - acc: 1.000 - ETA: 4s - loss: 5.8186e-07 - acc: 1.000 - ETA: 4s - loss: 4.7335e-07 - acc: 1.000 - ETA: 4s - loss: 4.0973e-07 - acc: 1.000 - ETA: 4s - loss: 3.6372e-07 - acc: 1.000 - ETA: 4s - loss: 3.5056e-05 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9985 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00298: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5387 - val_acc: 0.8275 Epoch 300/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.0056 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7314e-04 - acc: 1.000 - ETA: 4s - loss: 8.6520e-04 - acc: 1.000 - ETA: 4s - loss: 7.7869e-04 - acc: 1.000 - ETA: 4s - loss: 7.0805e-04 - acc: 1.000 - ETA: 4s - loss: 6.4906e-04 - acc: 1.000 - ETA: 4s - loss: 6.1366e-04 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9991 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00299: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5428 - val_acc: 0.8263 Epoch 301/2000 6620/6680 [============================>.] - ETA: 4s - loss: 5.2154e-07 - acc: 1.000 - ETA: 4s - loss: 2.0981e-07 - acc: 1.000 - ETA: 4s - loss: 1.9074e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1578e-04 - acc: 1.000 - ETA: 4s - loss: 8.2557e-04 - acc: 1.000 - ETA: 4s - loss: 7.4504e-04 - acc: 1.000 - ETA: 4s - loss: 6.7883e-04 - acc: 1.000 - ETA: 4s - loss: 6.2344e-04 - acc: 1.000 - ETA: 4s - loss: 5.7646e-04 - acc: 1.000 - ETA: 4s - loss: 5.6465e-04 - acc: 1.000 - ETA: 3s - loss: 0.0137 - acc: 0.9992 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00300: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5447 - val_acc: 0.8251 Epoch 302/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2838e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9985Epoch 00301: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9985 - val_loss: 1.5413 - val_acc: 0.8263 Epoch 303/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2457e-07 - acc: 1.000 - ETA: 5s - loss: 1.4802e-07 - acc: 1.000 - ETA: 4s - loss: 1.3915e-07 - acc: 1.000 - ETA: 4s - loss: 1.3446e-07 - acc: 1.000 - ETA: 4s - loss: 1.5349e-05 - acc: 1.000 - ETA: 4s - loss: 1.2916e-05 - acc: 1.000 - ETA: 4s - loss: 1.1151e-05 - acc: 1.000 - ETA: 4s - loss: 9.8140e-06 - acc: 1.000 - ETA: 4s - loss: 8.7692e-06 - acc: 1.000 - ETA: 4s - loss: 7.9296e-06 - acc: 1.000 - ETA: 4s - loss: 7.2355e-06 - acc: 1.000 - ETA: 4s - loss: 0.0165 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00302: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5423 - val_acc: 0.8263 Epoch 304/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.6451e-07 - acc: 1.000 - ETA: 4s - loss: 1.4636e-07 - acc: 1.000 - ETA: 4s - loss: 1.3847e-07 - acc: 1.000 - ETA: 4s - loss: 1.3551e-07 - acc: 1.000 - ETA: 4s - loss: 1.3241e-07 - acc: 1.000 - ETA: 4s - loss: 1.3149e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9989Epoch 00303: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5378 - val_acc: 0.8275 Epoch 305/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 2.0961e-07 - acc: 1.000 - ETA: 4s - loss: 5.7242e-06 - acc: 1.000 - ETA: 4s - loss: 4.4061e-06 - acc: 1.000 - ETA: 4s - loss: 2.6087e-05 - acc: 1.000 - ETA: 4s - loss: 2.1934e-05 - acc: 1.000 - ETA: 4s - loss: 1.9114e-05 - acc: 1.000 - ETA: 4s - loss: 1.6812e-05 - acc: 1.000 - ETA: 4s - loss: 1.5008e-05 - acc: 1.000 - ETA: 4s - loss: 8.0063e-04 - acc: 1.000 - ETA: 4s - loss: 7.2786e-04 - acc: 1.000 - ETA: 4s - loss: 6.6722e-04 - acc: 1.000 - ETA: 4s - loss: 6.1590e-04 - acc: 1.000 - ETA: 4s - loss: 5.7192e-04 - acc: 1.000 - ETA: 4s - loss: 5.3380e-04 - acc: 1.000 - ETA: 4s - loss: 5.0045e-04 - acc: 1.000 - ETA: 3s - loss: 4.7102e-04 - acc: 1.000 - ETA: 3s - loss: 4.4486e-04 - acc: 1.000 - ETA: 3s - loss: 4.2148e-04 - acc: 1.000 - ETA: 3s - loss: 4.0042e-04 - acc: 1.000 - ETA: 3s - loss: 3.8136e-04 - acc: 1.000 - ETA: 3s - loss: 3.6403e-04 - acc: 1.000 - ETA: 3s - loss: 3.5203e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9995 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00304: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5438 - val_acc: 0.8275 Epoch 306/2000 6620/6680 [============================>.] - ETA: 5s - loss: 3.3081e-07 - acc: 1.000 - ETA: 4s - loss: 1.7166e-07 - acc: 1.000 - ETA: 4s - loss: 1.4835e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3411e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8489e-04 - acc: 1.000 - ETA: 4s - loss: 9.0921e-04 - acc: 1.000 - ETA: 4s - loss: 8.4060e-04 - acc: 1.000 - ETA: 4s - loss: 7.8163e-04 - acc: 1.000 - ETA: 4s - loss: 7.3038e-04 - acc: 1.000 - ETA: 4s - loss: 6.8545e-04 - acc: 1.000 - ETA: 4s - loss: 6.4572e-04 - acc: 1.000 - ETA: 4s - loss: 6.1043e-04 - acc: 1.000 - ETA: 3s - loss: 0.0110 - acc: 0.9994 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00305: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5387 - val_acc: 0.8275 Epoch 307/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.8358e-07 - acc: 1.000 - ETA: 4s - loss: 1.5795e-07 - acc: 1.000 - ETA: 4s - loss: 2.2191e-07 - acc: 1.000 - ETA: 4s - loss: 2.2720e-07 - acc: 1.000 - ETA: 4s - loss: 2.0777e-07 - acc: 1.000 - ETA: 4s - loss: 2.0230e-07 - acc: 1.000 - ETA: 4s - loss: 1.9228e-07 - acc: 1.000 - ETA: 4s - loss: 2.3083e-07 - acc: 1.000 - ETA: 4s - loss: 2.2070e-07 - acc: 1.000 - ETA: 4s - loss: 2.2330e-07 - acc: 1.000 - ETA: 4s - loss: 2.3431e-07 - acc: 1.000 - ETA: 4s - loss: 2.2644e-07 - acc: 1.000 - ETA: 4s - loss: 2.2785e-07 - acc: 1.000 - ETA: 4s - loss: 2.2305e-07 - acc: 1.000 - ETA: 3s - loss: 2.5596e-07 - acc: 1.000 - ETA: 3s - loss: 2.4819e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00306: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5453 - val_acc: 0.8263 Epoch 308/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1613 - acc: 0.9900 - ETA: 4s - loss: 0.0896 - acc: 0.994 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0478 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.996 - ETA: 4s - loss: 0.0397 - acc: 0.996 - ETA: 4s - loss: 0.0365 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9989Epoch 00307: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5356 - val_acc: 0.8263 Epoch 309/2000 6660/6680 [============================>.] - ETA: 4s - loss: 8.6725e-07 - acc: 1.000 - ETA: 4s - loss: 3.5942e-07 - acc: 1.000 - ETA: 4s - loss: 0.0154 - acc: 0.9944 - ETA: 4s - loss: 0.0106 - acc: 0.996 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00308: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5442 - val_acc: 0.8263 Epoch 310/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2696e-07 - acc: 1.000 - ETA: 4s - loss: 1.6634e-04 - acc: 1.000 - ETA: 4s - loss: 1.1519e-04 - acc: 1.000 - ETA: 4s - loss: 8.8125e-05 - acc: 1.000 - ETA: 4s - loss: 7.1362e-05 - acc: 1.000 - ETA: 4s - loss: 5.9967e-05 - acc: 1.000 - ETA: 4s - loss: 5.1716e-05 - acc: 1.000 - ETA: 4s - loss: 4.5462e-05 - acc: 1.000 - ETA: 4s - loss: 4.0560e-05 - acc: 1.000 - ETA: 4s - loss: 3.6614e-05 - acc: 1.000 - ETA: 4s - loss: 3.3373e-05 - acc: 1.000 - ETA: 4s - loss: 3.0659e-05 - acc: 1.000 - ETA: 3s - loss: 2.8354e-05 - acc: 1.000 - ETA: 3s - loss: 2.6374e-05 - acc: 1.000 - ETA: 3s - loss: 2.4653e-05 - acc: 1.000 - ETA: 3s - loss: 2.3242e-05 - acc: 1.000 - ETA: 3s - loss: 2.1902e-05 - acc: 1.000 - ETA: 3s - loss: 3.3882e-05 - acc: 1.000 - ETA: 3s - loss: 3.2129e-05 - acc: 1.000 - ETA: 3s - loss: 3.0548e-05 - acc: 1.000 - ETA: 3s - loss: 2.9121e-05 - acc: 1.000 - ETA: 3s - loss: 2.8133e-05 - acc: 1.000 - ETA: 3s - loss: 2.6345e-05 - acc: 1.000 - ETA: 3s - loss: 2.8103e-05 - acc: 1.000 - ETA: 3s - loss: 2.7025e-05 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9991 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00309: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5390 - val_acc: 0.8263 Epoch 311/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.5166e-07 - acc: 1.000 - ETA: 4s - loss: 1.6070e-07 - acc: 1.000 - ETA: 4s - loss: 1.5357e-07 - acc: 1.000 - ETA: 4s - loss: 1.5767e-07 - acc: 1.000 - ETA: 4s - loss: 2.5082e-07 - acc: 1.000 - ETA: 4s - loss: 1.7186e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8406e-04 - acc: 0.998 - ETA: 4s - loss: 8.9661e-04 - acc: 0.998 - ETA: 4s - loss: 8.2343e-04 - acc: 0.999 - ETA: 3s - loss: 7.6130e-04 - acc: 0.999 - ETA: 3s - loss: 0.0290 - acc: 0.9974 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00310: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5432 - val_acc: 0.8251 Epoch 312/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.5974e-07 - acc: 1.000 - ETA: 4s - loss: 1.4438e-07 - acc: 1.000 - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3288e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00311: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5392 - val_acc: 0.8263 Epoch 313/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 0.0175 - acc: 0.9944 - ETA: 4s - loss: 0.0121 - acc: 0.996 - ETA: 4s - loss: 0.0114 - acc: 0.994 - ETA: 4s - loss: 0.0092 - acc: 0.995 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.998 - ETA: 1s - loss: 0.0034 - acc: 0.998 - ETA: 1s - loss: 0.0034 - acc: 0.998 - ETA: 1s - loss: 0.0033 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00312: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5404 - val_acc: 0.8251 Epoch 314/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2081e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2375e-07 - acc: 1.000 - ETA: 4s - loss: 6.1946e-06 - acc: 1.000 - ETA: 4s - loss: 5.5135e-06 - acc: 1.000 - ETA: 4s - loss: 4.8597e-06 - acc: 1.000 - ETA: 4s - loss: 4.3491e-06 - acc: 1.000 - ETA: 4s - loss: 3.9367e-06 - acc: 1.000 - ETA: 4s - loss: 5.1461e-05 - acc: 1.000 - ETA: 4s - loss: 4.7300e-05 - acc: 1.000 - ETA: 4s - loss: 4.3750e-05 - acc: 1.000 - ETA: 4s - loss: 4.0689e-05 - acc: 1.000 - ETA: 3s - loss: 5.3899e-04 - acc: 1.000 - ETA: 3s - loss: 5.0583e-04 - acc: 1.000 - ETA: 3s - loss: 4.7652e-04 - acc: 1.000 - ETA: 3s - loss: 4.5041e-04 - acc: 1.000 - ETA: 3s - loss: 0.0109 - acc: 0.9994 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00313: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5394 - val_acc: 0.8251 Epoch 315/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.5166e-07 - acc: 1.000 - ETA: 4s - loss: 1.5130e-07 - acc: 1.000 - ETA: 4s - loss: 1.4656e-07 - acc: 1.000 - ETA: 4s - loss: 1.4390e-07 - acc: 1.000 - ETA: 4s - loss: 1.4422e-06 - acc: 1.000 - ETA: 4s - loss: 1.2532e-06 - acc: 1.000 - ETA: 4s - loss: 1.1128e-06 - acc: 1.000 - ETA: 4s - loss: 1.0024e-06 - acc: 1.000 - ETA: 4s - loss: 6.6177e-06 - acc: 1.000 - ETA: 4s - loss: 6.1643e-06 - acc: 1.000 - ETA: 4s - loss: 5.6539e-06 - acc: 1.000 - ETA: 4s - loss: 5.2545e-06 - acc: 1.000 - ETA: 4s - loss: 4.8812e-06 - acc: 1.000 - ETA: 4s - loss: 4.5686e-06 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00314: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5366 - val_acc: 0.8263 Epoch 316/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 1.2875e-07 - acc: 1.000 - ETA: 4s - loss: 1.2716e-07 - acc: 1.000 - ETA: 4s - loss: 0.0227 - acc: 0.9962 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0380 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00315: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5364 - val_acc: 0.8263 Epoch 317/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.3113e-07 - acc: 1.000 - ETA: 3s - loss: 4.6837e-05 - acc: 1.000 - ETA: 4s - loss: 2.6074e-05 - acc: 1.000 - ETA: 4s - loss: 1.8128e-05 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9971 - ETA: 4s - loss: 0.0092 - acc: 0.995 - ETA: 4s - loss: 0.0077 - acc: 0.996 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0270 - acc: 0.995 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00316: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5491 - val_acc: 0.8251 Epoch 318/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 3s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2028e-07 - acc: 1.000 - ETA: 4s - loss: 1.2168e-07 - acc: 1.000 - ETA: 4s - loss: 1.2138e-07 - acc: 1.000 - ETA: 4s - loss: 1.2203e-07 - acc: 1.000 - ETA: 3s - loss: 1.2175e-07 - acc: 1.000 - ETA: 3s - loss: 1.2173e-07 - acc: 1.000 - ETA: 3s - loss: 1.2456e-07 - acc: 1.000 - ETA: 3s - loss: 1.2483e-07 - acc: 1.000 - ETA: 3s - loss: 1.6376e-07 - acc: 1.000 - ETA: 3s - loss: 1.6084e-07 - acc: 1.000 - ETA: 3s - loss: 1.5846e-07 - acc: 1.000 - ETA: 3s - loss: 1.5709e-07 - acc: 1.000 - ETA: 3s - loss: 6.0469e-07 - acc: 1.000 - ETA: 3s - loss: 5.7954e-07 - acc: 1.000 - ETA: 3s - loss: 5.5946e-07 - acc: 1.000 - ETA: 3s - loss: 5.3874e-07 - acc: 1.000 - ETA: 3s - loss: 5.2016e-07 - acc: 1.000 - ETA: 3s - loss: 5.0297e-07 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00317: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5440 - val_acc: 0.8263 Epoch 319/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2285e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2429e-07 - acc: 1.000 - ETA: 4s - loss: 1.2347e-07 - acc: 1.000 - ETA: 4s - loss: 1.3220e-07 - acc: 1.000 - ETA: 4s - loss: 1.3226e-07 - acc: 1.000 - ETA: 4s - loss: 1.3863e-07 - acc: 1.000 - ETA: 4s - loss: 1.6005e-07 - acc: 1.000 - ETA: 4s - loss: 1.5955e-07 - acc: 1.000 - ETA: 4s - loss: 1.5928e-07 - acc: 1.000 - ETA: 4s - loss: 1.5625e-07 - acc: 1.000 - ETA: 4s - loss: 1.5385e-07 - acc: 1.000 - ETA: 4s - loss: 1.5246e-07 - acc: 1.000 - ETA: 4s - loss: 1.5028e-07 - acc: 1.000 - ETA: 3s - loss: 1.4837e-07 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9993 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5705e-04 - acc: 0.999 - ETA: 3s - loss: 9.1203e-04 - acc: 0.999 - ETA: 3s - loss: 8.7105e-04 - acc: 0.999 - ETA: 3s - loss: 8.3359e-04 - acc: 0.999 - ETA: 3s - loss: 7.9923e-04 - acc: 0.999 - ETA: 3s - loss: 7.6759e-04 - acc: 0.999 - ETA: 3s - loss: 7.3835e-04 - acc: 0.999 - ETA: 3s - loss: 7.1126e-04 - acc: 0.999 - ETA: 3s - loss: 6.8609e-04 - acc: 0.999 - ETA: 3s - loss: 6.6264e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9992 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00318: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5407 - val_acc: 0.8263 Epoch 320/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3351e-07 - acc: 1.000 - ETA: 4s - loss: 1.2716e-07 - acc: 1.000 - ETA: 4s - loss: 1.2586e-07 - acc: 1.000 - ETA: 4s - loss: 1.2570e-07 - acc: 1.000 - ETA: 4s - loss: 1.2645e-07 - acc: 1.000 - ETA: 4s - loss: 1.2648e-07 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9983 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00319: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5392 - val_acc: 0.8263 Epoch 321/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 0.0062 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3813e-04 - acc: 1.000 - ETA: 4s - loss: 8.3673e-04 - acc: 1.000 - ETA: 4s - loss: 7.5511e-04 - acc: 1.000 - ETA: 4s - loss: 7.0866e-04 - acc: 1.000 - ETA: 4s - loss: 6.5083e-04 - acc: 1.000 - ETA: 3s - loss: 6.0172e-04 - acc: 1.000 - ETA: 3s - loss: 5.5950e-04 - acc: 1.000 - ETA: 3s - loss: 5.2282e-04 - acc: 1.000 - ETA: 3s - loss: 4.9066e-04 - acc: 1.000 - ETA: 3s - loss: 4.6222e-04 - acc: 1.000 - ETA: 3s - loss: 4.3690e-04 - acc: 1.000 - ETA: 3s - loss: 4.1421e-04 - acc: 1.000 - ETA: 3s - loss: 3.9378e-04 - acc: 1.000 - ETA: 3s - loss: 3.7529e-04 - acc: 1.000 - ETA: 3s - loss: 3.5843e-04 - acc: 1.000 - ETA: 3s - loss: 3.4302e-04 - acc: 1.000 - ETA: 3s - loss: 3.2888e-04 - acc: 1.000 - ETA: 3s - loss: 3.1586e-04 - acc: 1.000 - ETA: 3s - loss: 3.0384e-04 - acc: 1.000 - ETA: 3s - loss: 2.9273e-04 - acc: 1.000 - ETA: 3s - loss: 2.8237e-04 - acc: 1.000 - ETA: 3s - loss: 2.7272e-04 - acc: 1.000 - ETA: 3s - loss: 2.6371e-04 - acc: 1.000 - ETA: 3s - loss: 2.5528e-04 - acc: 1.000 - ETA: 2s - loss: 2.4741e-04 - acc: 1.000 - ETA: 2s - loss: 2.3997e-04 - acc: 1.000 - ETA: 2s - loss: 2.3297e-04 - acc: 1.000 - ETA: 2s - loss: 2.2636e-04 - acc: 1.000 - ETA: 2s - loss: 0.0113 - acc: 0.9993 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.9989Epoch 00320: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5443 - val_acc: 0.8263 Epoch 322/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.4305e-07 - acc: 1.000 - ETA: 3s - loss: 0.0138 - acc: 0.9900 - ETA: 3s - loss: 0.0077 - acc: 0.994 - ETA: 4s - loss: 0.0053 - acc: 0.996 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.996 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0093 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0056 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00321: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9985 - val_loss: 1.5448 - val_acc: 0.8263 Epoch 323/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.4154e-07 - acc: 1.000 - ETA: 4s - loss: 2.4272e-07 - acc: 1.000 - ETA: 4s - loss: 2.0518e-07 - acc: 1.000 - ETA: 4s - loss: 4.3061e-04 - acc: 1.000 - ETA: 4s - loss: 3.4861e-04 - acc: 1.000 - ETA: 4s - loss: 2.9285e-04 - acc: 1.000 - ETA: 4s - loss: 2.5248e-04 - acc: 1.000 - ETA: 4s - loss: 2.2190e-04 - acc: 1.000 - ETA: 4s - loss: 1.9792e-04 - acc: 1.000 - ETA: 4s - loss: 1.7863e-04 - acc: 1.000 - ETA: 4s - loss: 1.6276e-04 - acc: 1.000 - ETA: 4s - loss: 1.4948e-04 - acc: 1.000 - ETA: 4s - loss: 1.3821e-04 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9991 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00322: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5429 - val_acc: 0.8251 Epoch 324/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 3s - loss: 1.6441e-07 - acc: 1.000 - ETA: 4s - loss: 1.4633e-07 - acc: 1.000 - ETA: 4s - loss: 1.3858e-07 - acc: 1.000 - ETA: 4s - loss: 1.3428e-07 - acc: 1.000 - ETA: 4s - loss: 1.3154e-07 - acc: 1.000 - ETA: 4s - loss: 1.2964e-07 - acc: 1.000 - ETA: 4s - loss: 1.2825e-07 - acc: 1.000 - ETA: 4s - loss: 1.2719e-07 - acc: 1.000 - ETA: 4s - loss: 1.2635e-07 - acc: 1.000 - ETA: 4s - loss: 1.9531e-04 - acc: 1.000 - ETA: 4s - loss: 1.7861e-04 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9990 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00323: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9990 - val_loss: 1.5441 - val_acc: 0.8263 Epoch 325/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 0.1614 - acc: 0.9900 - ETA: 4s - loss: 0.0897 - acc: 0.994 - ETA: 4s - loss: 0.0621 - acc: 0.996 - ETA: 4s - loss: 0.0475 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.9988Epoch 00324: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5408 - val_acc: 0.8263 Epoch 326/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2425e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0323 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0309 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00325: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5466 - val_acc: 0.8251 Epoch 327/2000 6620/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2331e-07 - acc: 1.000 - ETA: 5s - loss: 5.2365e-04 - acc: 1.000 - ETA: 4s - loss: 3.9923e-04 - acc: 1.000 - ETA: 4s - loss: 0.0406 - acc: 0.9975 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00326: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5452 - val_acc: 0.8263 Epoch 328/2000 6600/6680 [============================>.] - ETA: 0s - loss: 2.6226e-07 - acc: 1.000 - ETA: 4s - loss: 4.1891e-04 - acc: 1.000 - ETA: 4s - loss: 2.3279e-04 - acc: 1.000 - ETA: 4s - loss: 1.6120e-04 - acc: 1.000 - ETA: 4s - loss: 1.2330e-04 - acc: 1.000 - ETA: 4s - loss: 0.0385 - acc: 0.9976 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9988Epoch 00327: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5436 - val_acc: 0.8275 Epoch 329/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.0057 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 6.3423e-04 - acc: 1.000 - ETA: 4s - loss: 4.3912e-04 - acc: 1.000 - ETA: 4s - loss: 3.3583e-04 - acc: 1.000 - ETA: 4s - loss: 2.8547e-04 - acc: 1.000 - ETA: 4s - loss: 2.3791e-04 - acc: 1.000 - ETA: 4s - loss: 2.1149e-04 - acc: 1.000 - ETA: 4s - loss: 1.9035e-04 - acc: 1.000 - ETA: 4s - loss: 1.6801e-04 - acc: 1.000 - ETA: 4s - loss: 0.0064 - acc: 0.9987 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00328: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5483 - val_acc: 0.8263 Epoch 330/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3480e-07 - acc: 1.000 - ETA: 4s - loss: 1.7040e-07 - acc: 1.000 - ETA: 4s - loss: 1.6718e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9197e-04 - acc: 1.000 - ETA: 4s - loss: 7.9556e-04 - acc: 1.000 - ETA: 4s - loss: 7.1795e-04 - acc: 1.000 - ETA: 4s - loss: 6.5415e-04 - acc: 1.000 - ETA: 4s - loss: 6.0076e-04 - acc: 1.000 - ETA: 4s - loss: 5.5543e-04 - acc: 1.000 - ETA: 4s - loss: 5.1646e-04 - acc: 1.000 - ETA: 3s - loss: 4.8260e-04 - acc: 1.000 - ETA: 3s - loss: 4.5637e-04 - acc: 1.000 - ETA: 3s - loss: 4.2993e-04 - acc: 1.000 - ETA: 3s - loss: 4.0638e-04 - acc: 1.000 - ETA: 3s - loss: 3.8528e-04 - acc: 1.000 - ETA: 3s - loss: 3.6626e-04 - acc: 1.000 - ETA: 3s - loss: 3.4903e-04 - acc: 1.000 - ETA: 3s - loss: 3.3337e-04 - acc: 1.000 - ETA: 3s - loss: 3.7568e-04 - acc: 1.000 - ETA: 3s - loss: 3.5293e-04 - acc: 1.000 - ETA: 3s - loss: 3.3597e-04 - acc: 1.000 - ETA: 3s - loss: 3.2353e-04 - acc: 1.000 - ETA: 3s - loss: 3.2411e-04 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9996 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00329: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5510 - val_acc: 0.8263 Epoch 331/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 7.6578e-04 - acc: 1.000 - ETA: 4s - loss: 0.0625 - acc: 0.9962 - ETA: 4s - loss: 0.0479 - acc: 0.997 - ETA: 4s - loss: 0.0388 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.998 - ETA: 4s - loss: 0.0281 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00330: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5444 - val_acc: 0.8251 Epoch 332/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.2875e-07 - acc: 1.000 - ETA: 4s - loss: 1.2484e-07 - acc: 1.000 - ETA: 4s - loss: 1.2540e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6680e-04 - acc: 1.000 - ETA: 4s - loss: 8.4962e-04 - acc: 1.000 - ETA: 4s - loss: 7.5779e-04 - acc: 1.000 - ETA: 4s - loss: 6.8387e-04 - acc: 1.000 - ETA: 4s - loss: 6.2309e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.0000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.4340e-04 - acc: 1.000 - ETA: 3s - loss: 8.8536e-04 - acc: 1.000 - ETA: 3s - loss: 8.6635e-04 - acc: 1.000 - ETA: 3s - loss: 8.1889e-04 - acc: 1.000 - ETA: 3s - loss: 7.7635e-04 - acc: 1.000 - ETA: 3s - loss: 7.3802e-04 - acc: 1.000 - ETA: 3s - loss: 7.0330e-04 - acc: 1.000 - ETA: 3s - loss: 6.7169e-04 - acc: 1.000 - ETA: 3s - loss: 6.4281e-04 - acc: 1.000 - ETA: 3s - loss: 6.1631e-04 - acc: 1.000 - ETA: 3s - loss: 5.9191e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9995 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00331: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5454 - val_acc: 0.8263 Epoch 333/2000 6660/6680 [============================>.] - ETA: 4s - loss: 3.3975e-07 - acc: 1.000 - ETA: 4s - loss: 1.6332e-07 - acc: 1.000 - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 4s - loss: 1.4626e-07 - acc: 1.000 - ETA: 4s - loss: 1.3990e-07 - acc: 1.000 - ETA: 4s - loss: 1.3837e-07 - acc: 1.000 - ETA: 4s - loss: 1.4114e-07 - acc: 1.000 - ETA: 4s - loss: 1.7738e-07 - acc: 1.000 - ETA: 4s - loss: 1.7051e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00332: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5370 - val_acc: 0.8275 Epoch 334/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 4.3645e-07 - acc: 1.000 - ETA: 4s - loss: 4.0440e-07 - acc: 1.000 - ETA: 4s - loss: 3.3765e-07 - acc: 1.000 - ETA: 4s - loss: 2.9774e-07 - acc: 1.000 - ETA: 4s - loss: 3.3796e-07 - acc: 1.000 - ETA: 4s - loss: 3.0779e-07 - acc: 1.000 - ETA: 3s - loss: 2.9911e-07 - acc: 1.000 - ETA: 3s - loss: 2.7974e-07 - acc: 1.000 - ETA: 3s - loss: 2.6408e-07 - acc: 1.000 - ETA: 3s - loss: 5.2999e-07 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9990 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00333: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5427 - val_acc: 0.8263 Epoch 335/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3173e-07 - acc: 1.000 - ETA: 4s - loss: 1.5795e-07 - acc: 1.000 - ETA: 4s - loss: 1.4649e-07 - acc: 1.000 - ETA: 4s - loss: 1.4253e-07 - acc: 1.000 - ETA: 4s - loss: 1.3808e-07 - acc: 1.000 - ETA: 4s - loss: 1.3530e-07 - acc: 1.000 - ETA: 4s - loss: 1.3432e-07 - acc: 1.000 - ETA: 4s - loss: 1.3248e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00334: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.5457 - val_acc: 0.8263 Epoch 336/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.3875e-07 - acc: 1.000 - ETA: 4s - loss: 1.3273e-07 - acc: 1.000 - ETA: 4s - loss: 1.2955e-07 - acc: 1.000 - ETA: 4s - loss: 1.2787e-07 - acc: 1.000 - ETA: 4s - loss: 9.8819e-07 - acc: 1.000 - ETA: 4s - loss: 8.6833e-07 - acc: 1.000 - ETA: 4s - loss: 7.7789e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00335: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5490 - val_acc: 0.8263 Epoch 337/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5616e-07 - acc: 1.000 - ETA: 4s - loss: 1.3974e-07 - acc: 1.000 - ETA: 4s - loss: 1.3526e-07 - acc: 1.000 - ETA: 4s - loss: 1.3376e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00336: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5464 - val_acc: 0.8251 Epoch 338/2000 6600/6680 [============================>.] - ETA: 4s - loss: 2.5928e-07 - acc: 1.000 - ETA: 4s - loss: 1.4722e-07 - acc: 1.000 - ETA: 4s - loss: 1.4537e-07 - acc: 1.000 - ETA: 4s - loss: 1.3732e-07 - acc: 1.000 - ETA: 4s - loss: 1.3306e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9976 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00337: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5572 - val_acc: 0.8240 Epoch 339/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0284 - acc: 0.9900 - ETA: 3s - loss: 0.0158 - acc: 0.994 - ETA: 4s - loss: 0.0109 - acc: 0.996 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00338: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5484 - val_acc: 0.8263 Epoch 340/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9944 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00339: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5455 - val_acc: 0.8263 Epoch 341/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3292e-07 - acc: 1.000 - ETA: 4s - loss: 1.2981e-07 - acc: 1.000 - ETA: 4s - loss: 1.2655e-07 - acc: 1.000 - ETA: 4s - loss: 1.2482e-07 - acc: 1.000 - ETA: 4s - loss: 1.5668e-07 - acc: 1.000 - ETA: 4s - loss: 1.5068e-07 - acc: 1.000 - ETA: 4s - loss: 1.4644e-07 - acc: 1.000 - ETA: 4s - loss: 4.6524e-04 - acc: 1.000 - ETA: 4s - loss: 4.6547e-04 - acc: 1.000 - ETA: 4s - loss: 4.2009e-04 - acc: 1.000 - ETA: 4s - loss: 3.8275e-04 - acc: 1.000 - ETA: 3s - loss: 3.5152e-04 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9991 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00340: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5494 - val_acc: 0.8263 Epoch 342/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 0.0315 - acc: 0.9917 - ETA: 3s - loss: 0.0189 - acc: 0.995 - ETA: 3s - loss: 0.0135 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9989Epoch 00341: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5491 - val_acc: 0.8251 Epoch 343/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00342: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5538 - val_acc: 0.8251 Epoch 344/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 2.4504e-07 - acc: 1.000 - ETA: 4s - loss: 2.0953e-07 - acc: 1.000 - ETA: 4s - loss: 1.8828e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00343: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5413 - val_acc: 0.8263 Epoch 345/2000 6600/6680 [============================>.] - ETA: 1s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 2.8085e-04 - acc: 1.000 - ETA: 4s - loss: 1.5608e-04 - acc: 1.000 - ETA: 4s - loss: 1.1376e-04 - acc: 1.000 - ETA: 4s - loss: 8.7018e-05 - acc: 1.000 - ETA: 4s - loss: 7.0467e-05 - acc: 1.000 - ETA: 4s - loss: 6.1901e-05 - acc: 1.000 - ETA: 4s - loss: 0.0324 - acc: 0.9964 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00344: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5579 - val_acc: 0.8263 Epoch 346/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.5809e-07 - acc: 1.000 - ETA: 4s - loss: 1.9802e-07 - acc: 1.000 - ETA: 4s - loss: 1.7423e-07 - acc: 1.000 - ETA: 4s - loss: 1.8057e-07 - acc: 1.000 - ETA: 4s - loss: 3.1988e-07 - acc: 1.000 - ETA: 4s - loss: 2.8778e-07 - acc: 1.000 - ETA: 4s - loss: 2.6545e-07 - acc: 1.000 - ETA: 4s - loss: 2.4781e-07 - acc: 1.000 - ETA: 4s - loss: 2.3472e-07 - acc: 1.000 - ETA: 4s - loss: 2.2417e-07 - acc: 1.000 - ETA: 4s - loss: 2.1564e-07 - acc: 1.000 - ETA: 4s - loss: 2.0801e-07 - acc: 1.000 - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 8.6076e-04 - acc: 0.999 - ETA: 4s - loss: 8.0434e-04 - acc: 0.999 - ETA: 3s - loss: 7.5485e-04 - acc: 0.999 - ETA: 3s - loss: 7.1110e-04 - acc: 0.999 - ETA: 3s - loss: 6.7214e-04 - acc: 0.999 - ETA: 3s - loss: 6.3723e-04 - acc: 0.999 - ETA: 3s - loss: 6.9530e-04 - acc: 0.999 - ETA: 3s - loss: 6.6258e-04 - acc: 0.999 - ETA: 3s - loss: 6.3281e-04 - acc: 0.999 - ETA: 3s - loss: 6.0560e-04 - acc: 0.999 - ETA: 3s - loss: 5.8063e-04 - acc: 0.999 - ETA: 3s - loss: 5.5764e-04 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.9990 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00345: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5509 - val_acc: 0.8251 Epoch 347/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9944 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2477e-04 - acc: 0.998 - ETA: 4s - loss: 8.4929e-04 - acc: 0.999 - ETA: 4s - loss: 7.8520e-04 - acc: 0.999 - ETA: 4s - loss: 7.3011e-04 - acc: 0.999 - ETA: 3s - loss: 6.8224e-04 - acc: 0.999 - ETA: 3s - loss: 6.4026e-04 - acc: 0.999 - ETA: 3s - loss: 6.0315e-04 - acc: 0.999 - ETA: 3s - loss: 5.7011e-04 - acc: 0.999 - ETA: 3s - loss: 5.4050e-04 - acc: 0.999 - ETA: 3s - loss: 5.1382e-04 - acc: 0.999 - ETA: 3s - loss: 4.8965e-04 - acc: 0.999 - ETA: 3s - loss: 4.6765e-04 - acc: 0.999 - ETA: 3s - loss: 9.8431e-04 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.9985 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00346: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5490 - val_acc: 0.8251 Epoch 348/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0325 - acc: 0.9900 - ETA: 4s - loss: 0.0180 - acc: 0.994 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00347: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5461 - val_acc: 0.8263 Epoch 349/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.4305e-07 - acc: 1.000 - ETA: 3s - loss: 1.3014e-07 - acc: 1.000 - ETA: 3s - loss: 1.2577e-07 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.0000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.8425e-04 - acc: 1.000 - ETA: 4s - loss: 7.6640e-04 - acc: 1.000 - ETA: 4s - loss: 6.7625e-04 - acc: 1.000 - ETA: 4s - loss: 6.0509e-04 - acc: 1.000 - ETA: 3s - loss: 5.4748e-04 - acc: 1.000 - ETA: 3s - loss: 4.9988e-04 - acc: 1.000 - ETA: 3s - loss: 4.5991e-04 - acc: 1.000 - ETA: 3s - loss: 4.2585e-04 - acc: 1.000 - ETA: 3s - loss: 3.9649e-04 - acc: 1.000 - ETA: 3s - loss: 3.7092e-04 - acc: 1.000 - ETA: 3s - loss: 3.4845e-04 - acc: 1.000 - ETA: 3s - loss: 3.2854e-04 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.9993 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00348: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5593 - val_acc: 0.8263 Epoch 350/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 2.8778e-07 - acc: 1.000 - ETA: 4s - loss: 1.9741e-05 - acc: 1.000 - ETA: 4s - loss: 1.7363e-05 - acc: 1.000 - ETA: 4s - loss: 1.5502e-05 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9988 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00349: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5522 - val_acc: 0.8251 Epoch 351/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0229 - acc: 0.9900 - ETA: 4s - loss: 0.0127 - acc: 0.994 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00350: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5565 - val_acc: 0.8251 Epoch 352/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 2.6989e-05 - acc: 1.000 - ETA: 4s - loss: 1.5122e-05 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0358 - acc: 0.996 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 00351: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5542 - val_acc: 0.8251 Epoch 353/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0162 - acc: 0.9900 - ETA: 4s - loss: 0.0986 - acc: 0.988 - ETA: 4s - loss: 0.0682 - acc: 0.992 - ETA: 4s - loss: 0.0522 - acc: 0.994 - ETA: 4s - loss: 0.0423 - acc: 0.995 - ETA: 4s - loss: 0.0355 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.996 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00352: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5507 - val_acc: 0.8263 Epoch 354/2000 6600/6680 [============================>.] - ETA: 0s - loss: 4.4108e-07 - acc: 1.000 - ETA: 3s - loss: 1.8080e-07 - acc: 1.000 - ETA: 3s - loss: 1.6391e-07 - acc: 1.000 - ETA: 3s - loss: 1.5114e-07 - acc: 1.000 - ETA: 4s - loss: 1.4438e-07 - acc: 1.000 - ETA: 4s - loss: 1.3980e-07 - acc: 1.000 - ETA: 4s - loss: 1.3881e-07 - acc: 1.000 - ETA: 4s - loss: 1.3808e-07 - acc: 1.000 - ETA: 4s - loss: 1.3586e-07 - acc: 1.000 - ETA: 3s - loss: 6.1251e-06 - acc: 1.000 - ETA: 3s - loss: 5.5590e-06 - acc: 1.000 - ETA: 3s - loss: 5.0975e-06 - acc: 1.000 - ETA: 3s - loss: 4.7009e-06 - acc: 1.000 - ETA: 3s - loss: 4.3617e-06 - acc: 1.000 - ETA: 3s - loss: 4.0691e-06 - acc: 1.000 - ETA: 3s - loss: 3.8142e-06 - acc: 1.000 - ETA: 3s - loss: 1.6687e-05 - acc: 1.000 - ETA: 3s - loss: 1.5740e-05 - acc: 1.000 - ETA: 3s - loss: 4.2334e-04 - acc: 1.000 - ETA: 3s - loss: 4.0163e-04 - acc: 1.000 - ETA: 3s - loss: 3.8206e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9994 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.8237e-04 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.9995 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00353: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5581 - val_acc: 0.8263 Epoch 355/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 0.0043 - acc: 0.9944 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.994 - ETA: 4s - loss: 0.0402 - acc: 0.995 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00354: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5520 - val_acc: 0.8263 Epoch 356/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.2254e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.8256e-04 - acc: 1.000 - ETA: 4s - loss: 1.5740e-04 - acc: 1.000 - ETA: 4s - loss: 1.3834e-04 - acc: 1.000 - ETA: 4s - loss: 1.2340e-04 - acc: 1.000 - ETA: 4s - loss: 1.1137e-04 - acc: 1.000 - ETA: 3s - loss: 1.0149e-04 - acc: 1.000 - ETA: 3s - loss: 9.3219e-05 - acc: 1.000 - ETA: 3s - loss: 6.7180e-04 - acc: 1.000 - ETA: 3s - loss: 6.2466e-04 - acc: 1.000 - ETA: 3s - loss: 5.8371e-04 - acc: 1.000 - ETA: 3s - loss: 5.4780e-04 - acc: 1.000 - ETA: 3s - loss: 5.1605e-04 - acc: 1.000 - ETA: 3s - loss: 4.8778e-04 - acc: 1.000 - ETA: 3s - loss: 4.6245e-04 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 0.9994 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00355: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5517 - val_acc: 0.8251 Epoch 357/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.7381e-06 - acc: 1.000 - ETA: 3s - loss: 1.0912e-06 - acc: 1.000 - ETA: 4s - loss: 8.3411e-07 - acc: 1.000 - ETA: 4s - loss: 6.7524e-07 - acc: 1.000 - ETA: 4s - loss: 5.7441e-07 - acc: 1.000 - ETA: 4s - loss: 2.0921e-05 - acc: 1.000 - ETA: 4s - loss: 1.8148e-05 - acc: 1.000 - ETA: 4s - loss: 1.6027e-05 - acc: 1.000 - ETA: 3s - loss: 2.1636e-05 - acc: 1.000 - ETA: 3s - loss: 1.9587e-05 - acc: 1.000 - ETA: 3s - loss: 1.7894e-05 - acc: 1.000 - ETA: 3s - loss: 1.6472e-05 - acc: 1.000 - ETA: 3s - loss: 1.5261e-05 - acc: 1.000 - ETA: 3s - loss: 1.4218e-05 - acc: 1.000 - ETA: 3s - loss: 1.3309e-05 - acc: 1.000 - ETA: 3s - loss: 1.2511e-05 - acc: 1.000 - ETA: 3s - loss: 1.1803e-05 - acc: 1.000 - ETA: 3s - loss: 1.1171e-05 - acc: 1.000 - ETA: 3s - loss: 1.0605e-05 - acc: 1.000 - ETA: 3s - loss: 1.0094e-05 - acc: 1.000 - ETA: 3s - loss: 9.6305e-06 - acc: 1.000 - ETA: 3s - loss: 9.2111e-06 - acc: 1.000 - ETA: 3s - loss: 8.8242e-06 - acc: 1.000 - ETA: 3s - loss: 8.4689e-06 - acc: 1.000 - ETA: 3s - loss: 8.1415e-06 - acc: 1.000 - ETA: 3s - loss: 7.8389e-06 - acc: 1.000 - ETA: 3s - loss: 7.5581e-06 - acc: 1.000 - ETA: 3s - loss: 7.2971e-06 - acc: 1.000 - ETA: 2s - loss: 1.4693e-04 - acc: 1.000 - ETA: 2s - loss: 1.4212e-04 - acc: 1.000 - ETA: 2s - loss: 1.3761e-04 - acc: 1.000 - ETA: 2s - loss: 1.3338e-04 - acc: 1.000 - ETA: 2s - loss: 1.2941e-04 - acc: 1.000 - ETA: 2s - loss: 1.2566e-04 - acc: 1.000 - ETA: 2s - loss: 1.2213e-04 - acc: 1.000 - ETA: 2s - loss: 1.2920e-04 - acc: 1.000 - ETA: 2s - loss: 3.3221e-04 - acc: 1.000 - ETA: 2s - loss: 3.2358e-04 - acc: 1.000 - ETA: 2s - loss: 3.1540e-04 - acc: 1.000 - ETA: 2s - loss: 3.0761e-04 - acc: 1.000 - ETA: 2s - loss: 3.0020e-04 - acc: 1.000 - ETA: 2s - loss: 0.0012 - acc: 0.9997 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00356: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9990 - val_loss: 1.5552 - val_acc: 0.8251 Epoch 358/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 0.0127 - acc: 0.9962 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00357: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5501 - val_acc: 0.8263 Epoch 359/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.2401e-07 - acc: 1.000 - ETA: 3s - loss: 2.0176e-07 - acc: 1.000 - ETA: 3s - loss: 0.0576 - acc: 0.9964 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0350 - acc: 0.997 - ETA: 3s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0295 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00358: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5489 - val_acc: 0.8251 Epoch 360/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9962 - ETA: 4s - loss: 0.0125 - acc: 0.994 - ETA: 4s - loss: 0.0101 - acc: 0.995 - ETA: 4s - loss: 0.0085 - acc: 0.996 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0097 - acc: 0.996 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 1s - loss: 0.0032 - acc: 0.998 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00359: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5501 - val_acc: 0.8263 Epoch 361/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3908e-07 - acc: 1.000 - ETA: 3s - loss: 1.3232e-07 - acc: 1.000 - ETA: 3s - loss: 1.3070e-07 - acc: 1.000 - ETA: 3s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 1.2869e-07 - acc: 1.000 - ETA: 3s - loss: 1.2723e-07 - acc: 1.000 - ETA: 3s - loss: 2.0912e-07 - acc: 1.000 - ETA: 3s - loss: 2.0608e-07 - acc: 1.000 - ETA: 3s - loss: 1.9693e-07 - acc: 1.000 - ETA: 3s - loss: 2.0542e-07 - acc: 1.000 - ETA: 3s - loss: 1.9799e-07 - acc: 1.000 - ETA: 3s - loss: 1.9968e-07 - acc: 1.000 - ETA: 3s - loss: 2.0266e-07 - acc: 1.000 - ETA: 3s - loss: 1.9855e-07 - acc: 1.000 - ETA: 3s - loss: 1.9362e-07 - acc: 1.000 - ETA: 3s - loss: 1.8911e-07 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9993 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00360: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5472 - val_acc: 0.8263 Epoch 362/2000 6640/6680 [============================>.] - ETA: 0s - loss: 0.8060 - acc: 0.950 - ETA: 3s - loss: 0.1612 - acc: 0.990 - ETA: 3s - loss: 0.0896 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9988Epoch 00361: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5551 - val_acc: 0.8263 Epoch 363/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.2379e-07 - acc: 1.000 - ETA: 3s - loss: 1.2307e-07 - acc: 1.000 - ETA: 3s - loss: 1.2233e-07 - acc: 1.000 - ETA: 3s - loss: 2.8277e-07 - acc: 1.000 - ETA: 3s - loss: 2.6021e-07 - acc: 1.000 - ETA: 3s - loss: 2.4312e-07 - acc: 1.000 - ETA: 3s - loss: 2.1737e-06 - acc: 1.000 - ETA: 3s - loss: 1.9745e-06 - acc: 1.000 - ETA: 3s - loss: 1.8101e-06 - acc: 1.000 - ETA: 3s - loss: 1.8481e-06 - acc: 1.000 - ETA: 3s - loss: 1.7177e-06 - acc: 1.000 - ETA: 3s - loss: 1.6122e-06 - acc: 1.000 - ETA: 3s - loss: 1.5143e-06 - acc: 1.000 - ETA: 3s - loss: 1.4301e-06 - acc: 1.000 - ETA: 3s - loss: 1.3541e-06 - acc: 1.000 - ETA: 3s - loss: 1.2865e-06 - acc: 1.000 - ETA: 3s - loss: 1.2258e-06 - acc: 1.000 - ETA: 3s - loss: 1.1712e-06 - acc: 1.000 - ETA: 3s - loss: 1.1217e-06 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9989Epoch 00362: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5519 - val_acc: 0.8251 Epoch 364/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 7.4980e-05 - acc: 1.000 - ETA: 4s - loss: 5.2110e-05 - acc: 1.000 - ETA: 4s - loss: 3.9877e-05 - acc: 1.000 - ETA: 4s - loss: 3.2304e-05 - acc: 1.000 - ETA: 4s - loss: 2.7155e-05 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00363: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5472 - val_acc: 0.8251 Epoch 365/2000 6660/6680 [============================>.] - ETA: 4s - loss: 3.2485e-07 - acc: 1.000 - ETA: 4s - loss: 0.1632 - acc: 0.9900 - ETA: 4s - loss: 0.0907 - acc: 0.994 - ETA: 4s - loss: 0.0755 - acc: 0.992 - ETA: 4s - loss: 0.0578 - acc: 0.994 - ETA: 4s - loss: 0.0468 - acc: 0.995 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00364: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5461 - val_acc: 0.8263 Epoch 366/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4782e-07 - acc: 1.000 - ETA: 4s - loss: 3.1392e-07 - acc: 1.000 - ETA: 4s - loss: 2.5401e-07 - acc: 1.000 - ETA: 4s - loss: 3.7194e-05 - acc: 1.000 - ETA: 4s - loss: 3.0147e-05 - acc: 1.000 - ETA: 4s - loss: 2.5342e-05 - acc: 1.000 - ETA: 4s - loss: 2.1863e-05 - acc: 1.000 - ETA: 4s - loss: 2.3418e-05 - acc: 1.000 - ETA: 4s - loss: 2.0899e-05 - acc: 1.000 - ETA: 4s - loss: 1.8880e-05 - acc: 1.000 - ETA: 3s - loss: 1.7215e-05 - acc: 1.000 - ETA: 3s - loss: 1.5820e-05 - acc: 1.000 - ETA: 3s - loss: 1.4638e-05 - acc: 1.000 - ETA: 3s - loss: 1.3619e-05 - acc: 1.000 - ETA: 3s - loss: 1.2734e-05 - acc: 1.000 - ETA: 3s - loss: 1.1958e-05 - acc: 1.000 - ETA: 3s - loss: 1.2036e-05 - acc: 1.000 - ETA: 3s - loss: 1.1470e-05 - acc: 1.000 - ETA: 3s - loss: 1.0881e-05 - acc: 1.000 - ETA: 3s - loss: 1.0359e-05 - acc: 1.000 - ETA: 3s - loss: 9.8774e-06 - acc: 1.000 - ETA: 3s - loss: 9.4392e-06 - acc: 1.000 - ETA: 3s - loss: 9.0398e-06 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9995 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.9988Epoch 00365: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5477 - val_acc: 0.8251 Epoch 367/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2269e-07 - acc: 1.000 - ETA: 3s - loss: 1.6719e-07 - acc: 1.000 - ETA: 3s - loss: 1.6115e-07 - acc: 1.000 - ETA: 4s - loss: 1.5183e-07 - acc: 1.000 - ETA: 3s - loss: 1.4712e-07 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9981 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00366: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5554 - val_acc: 0.8263 Epoch 368/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2242e-07 - acc: 1.000 - ETA: 4s - loss: 1.2324e-07 - acc: 1.000 - ETA: 4s - loss: 1.2276e-07 - acc: 1.000 - ETA: 4s - loss: 1.2314e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00367: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5547 - val_acc: 0.8251 Epoch 369/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7047e-07 - acc: 1.000 - ETA: 4s - loss: 1.4769e-07 - acc: 1.000 - ETA: 4s - loss: 0.0214 - acc: 0.9962 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00368: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5423 - val_acc: 0.8263 Epoch 370/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.3113e-07 - acc: 1.000 - ETA: 3s - loss: 1.2875e-07 - acc: 1.000 - ETA: 4s - loss: 1.3610e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9985Epoch 00369: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9985 - val_loss: 1.5492 - val_acc: 0.8263 Epoch 371/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0102 - acc: 0.9900 - ETA: 4s - loss: 0.0056 - acc: 0.994 - ETA: 4s - loss: 0.0100 - acc: 0.992 - ETA: 4s - loss: 0.0077 - acc: 0.994 - ETA: 4s - loss: 0.0062 - acc: 0.995 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00370: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5514 - val_acc: 0.8263 Epoch 372/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 9.8137e-04 - acc: 1.000 - ETA: 4s - loss: 0.0482 - acc: 0.9971 - ETA: 4s - loss: 0.0390 - acc: 0.997 - ETA: 4s - loss: 0.0327 - acc: 0.998 - ETA: 4s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0341 - acc: 0.997 - ETA: 3s - loss: 0.0318 - acc: 0.997 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00371: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5542 - val_acc: 0.8251 Epoch 373/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2308e-07 - acc: 1.000 - ETA: 3s - loss: 1.3816e-07 - acc: 1.000 - ETA: 3s - loss: 1.3394e-07 - acc: 1.000 - ETA: 3s - loss: 1.3127e-07 - acc: 1.000 - ETA: 4s - loss: 1.5360e-07 - acc: 1.000 - ETA: 3s - loss: 1.4901e-07 - acc: 1.000 - ETA: 3s - loss: 3.2702e-05 - acc: 1.000 - ETA: 3s - loss: 2.9272e-05 - acc: 1.000 - ETA: 3s - loss: 2.6496e-05 - acc: 1.000 - ETA: 3s - loss: 2.4217e-05 - acc: 1.000 - ETA: 3s - loss: 2.2289e-05 - acc: 1.000 - ETA: 3s - loss: 2.0647e-05 - acc: 1.000 - ETA: 3s - loss: 1.9231e-05 - acc: 1.000 - ETA: 3s - loss: 1.8897e-05 - acc: 1.000 - ETA: 3s - loss: 1.7759e-05 - acc: 1.000 - ETA: 3s - loss: 1.6751e-05 - acc: 1.000 - ETA: 3s - loss: 1.5852e-05 - acc: 1.000 - ETA: 3s - loss: 1.5052e-05 - acc: 1.000 - ETA: 3s - loss: 1.4326e-05 - acc: 1.000 - ETA: 3s - loss: 1.3665e-05 - acc: 1.000 - ETA: 3s - loss: 1.3063e-05 - acc: 1.000 - ETA: 3s - loss: 1.2513e-05 - acc: 1.000 - ETA: 3s - loss: 7.0253e-05 - acc: 1.000 - ETA: 3s - loss: 6.7503e-05 - acc: 1.000 - ETA: 3s - loss: 1.8148e-04 - acc: 1.000 - ETA: 3s - loss: 1.7489e-04 - acc: 1.000 - ETA: 3s - loss: 1.6877e-04 - acc: 1.000 - ETA: 2s - loss: 1.6305e-04 - acc: 1.000 - ETA: 2s - loss: 1.5771e-04 - acc: 1.000 - ETA: 2s - loss: 3.3603e-04 - acc: 1.000 - ETA: 2s - loss: 3.2569e-04 - acc: 1.000 - ETA: 2s - loss: 3.1597e-04 - acc: 1.000 - ETA: 2s - loss: 3.0682e-04 - acc: 1.000 - ETA: 2s - loss: 2.9818e-04 - acc: 1.000 - ETA: 2s - loss: 2.9002e-04 - acc: 1.000 - ETA: 2s - loss: 2.8229e-04 - acc: 1.000 - ETA: 2s - loss: 2.7496e-04 - acc: 1.000 - ETA: 2s - loss: 0.0028 - acc: 0.9997 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.9989Epoch 00372: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9990 - val_loss: 1.5557 - val_acc: 0.8251 Epoch 374/2000 6660/6680 [============================>.] - ETA: 5s - loss: 3.2783e-07 - acc: 1.000 - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 1.4239e-07 - acc: 1.000 - ETA: 4s - loss: 1.3526e-07 - acc: 1.000 - ETA: 4s - loss: 1.3183e-07 - acc: 1.000 - ETA: 4s - loss: 1.2943e-07 - acc: 1.000 - ETA: 4s - loss: 1.2779e-07 - acc: 1.000 - ETA: 4s - loss: 1.2681e-07 - acc: 1.000 - ETA: 4s - loss: 1.2589e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.4155e-04 - acc: 1.000 - ETA: 4s - loss: 1.2898e-04 - acc: 1.000 - ETA: 4s - loss: 1.1846e-04 - acc: 1.000 - ETA: 3s - loss: 1.0953e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9991 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00373: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5523 - val_acc: 0.8263 Epoch 375/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.6928e-07 - acc: 1.000 - ETA: 4s - loss: 7.7338e-05 - acc: 1.000 - ETA: 4s - loss: 5.3580e-05 - acc: 1.000 - ETA: 4s - loss: 4.1079e-05 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9976 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00374: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5465 - val_acc: 0.8251 Epoch 376/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3649e-07 - acc: 1.000 - ETA: 3s - loss: 1.2881e-07 - acc: 1.000 - ETA: 4s - loss: 1.2586e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2531e-07 - acc: 1.000 - ETA: 4s - loss: 1.2434e-07 - acc: 1.000 - ETA: 4s - loss: 1.2383e-07 - acc: 1.000 - ETA: 4s - loss: 1.2327e-07 - acc: 1.000 - ETA: 4s - loss: 1.2461e-07 - acc: 1.000 - ETA: 3s - loss: 1.2539e-07 - acc: 1.000 - ETA: 3s - loss: 1.3206e-07 - acc: 1.000 - ETA: 3s - loss: 1.3101e-07 - acc: 1.000 - ETA: 3s - loss: 1.3017e-07 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9991 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00375: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5518 - val_acc: 0.8251 Epoch 377/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3296e-07 - acc: 1.000 - ETA: 4s - loss: 1.3166e-07 - acc: 1.000 - ETA: 4s - loss: 1.2957e-07 - acc: 1.000 - ETA: 4s - loss: 1.2791e-07 - acc: 1.000 - ETA: 3s - loss: 1.2671e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9985 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00376: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5540 - val_acc: 0.8263 Epoch 378/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.2462e-04 - acc: 1.000 - ETA: 4s - loss: 1.8040e-04 - acc: 1.000 - ETA: 4s - loss: 1.2493e-04 - acc: 1.000 - ETA: 4s - loss: 9.5564e-05 - acc: 1.000 - ETA: 4s - loss: 7.7384e-05 - acc: 1.000 - ETA: 4s - loss: 6.5115e-05 - acc: 1.000 - ETA: 4s - loss: 5.6151e-05 - acc: 1.000 - ETA: 4s - loss: 4.9366e-05 - acc: 1.000 - ETA: 3s - loss: 5.1431e-05 - acc: 1.000 - ETA: 3s - loss: 4.6425e-05 - acc: 1.000 - ETA: 3s - loss: 4.2314e-05 - acc: 1.000 - ETA: 3s - loss: 3.8882e-05 - acc: 1.000 - ETA: 3s - loss: 3.5957e-05 - acc: 1.000 - ETA: 3s - loss: 3.3442e-05 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.9989Epoch 00377: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5511 - val_acc: 0.8251 Epoch 379/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.9670e-07 - acc: 1.000 - ETA: 3s - loss: 1.3471e-07 - acc: 1.000 - ETA: 3s - loss: 1.2848e-07 - acc: 1.000 - ETA: 3s - loss: 1.2907e-07 - acc: 1.000 - ETA: 3s - loss: 1.2675e-07 - acc: 1.000 - ETA: 3s - loss: 1.2531e-07 - acc: 1.000 - ETA: 3s - loss: 1.2481e-07 - acc: 1.000 - ETA: 3s - loss: 1.2404e-07 - acc: 1.000 - ETA: 3s - loss: 1.2345e-07 - acc: 1.000 - ETA: 3s - loss: 1.2372e-07 - acc: 1.000 - ETA: 3s - loss: 1.2328e-07 - acc: 1.000 - ETA: 3s - loss: 1.2318e-07 - acc: 1.000 - ETA: 3s - loss: 1.2365e-07 - acc: 1.000 - ETA: 3s - loss: 2.7452e-04 - acc: 1.000 - ETA: 3s - loss: 2.5527e-04 - acc: 1.000 - ETA: 3s - loss: 2.3854e-04 - acc: 1.000 - ETA: 3s - loss: 2.2387e-04 - acc: 1.000 - ETA: 3s - loss: 2.1089e-04 - acc: 1.000 - ETA: 3s - loss: 0.0030 - acc: 0.9993 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9989Epoch 00378: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5487 - val_acc: 0.8263 Epoch 380/2000 6600/6680 [============================>.] - ETA: 0s - loss: 2.0564e-07 - acc: 1.000 - ETA: 3s - loss: 1.3361e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0482 - acc: 0.994 - ETA: 4s - loss: 0.0394 - acc: 0.995 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00379: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5504 - val_acc: 0.8263 Epoch 381/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3312e-07 - acc: 1.000 - ETA: 3s - loss: 1.3024e-07 - acc: 1.000 - ETA: 3s - loss: 1.2709e-07 - acc: 1.000 - ETA: 4s - loss: 1.2534e-07 - acc: 1.000 - ETA: 4s - loss: 1.2978e-07 - acc: 1.000 - ETA: 4s - loss: 1.4099e-07 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9983 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00380: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9988 - val_loss: 1.5573 - val_acc: 0.8251 Epoch 382/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 1.1954e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.2236e-07 - acc: 1.000 - ETA: 4s - loss: 1.2176e-07 - acc: 1.000 - ETA: 4s - loss: 1.2136e-07 - acc: 1.000 - ETA: 4s - loss: 1.2116e-07 - acc: 1.000 - ETA: 4s - loss: 1.2327e-07 - acc: 1.000 - ETA: 3s - loss: 1.2396e-07 - acc: 1.000 - ETA: 3s - loss: 1.2379e-07 - acc: 1.000 - ETA: 3s - loss: 1.2338e-07 - acc: 1.000 - ETA: 3s - loss: 1.2766e-07 - acc: 1.000 - ETA: 3s - loss: 1.2714e-07 - acc: 1.000 - ETA: 3s - loss: 1.2726e-07 - acc: 1.000 - ETA: 3s - loss: 1.2712e-07 - acc: 1.000 - ETA: 3s - loss: 1.2664e-07 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 0.9993 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 0s - loss: 0.0023 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00381: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5569 - val_acc: 0.8251 Epoch 383/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1837 - acc: 0.9833 - ETA: 3s - loss: 0.1102 - acc: 0.990 - ETA: 3s - loss: 0.0788 - acc: 0.992 - ETA: 3s - loss: 0.0614 - acc: 0.994 - ETA: 3s - loss: 0.0503 - acc: 0.995 - ETA: 3s - loss: 0.0425 - acc: 0.996 - ETA: 3s - loss: 0.0369 - acc: 0.996 - ETA: 3s - loss: 0.0325 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0286 - acc: 0.997 - ETA: 2s - loss: 0.0276 - acc: 0.997 - ETA: 2s - loss: 0.0266 - acc: 0.997 - ETA: 2s - loss: 0.0258 - acc: 0.997 - ETA: 2s - loss: 0.0249 - acc: 0.997 - ETA: 2s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00382: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5525 - val_acc: 0.8263 Epoch 384/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 4s - loss: 1.2385e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00383: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5468 - val_acc: 0.8263 Epoch 385/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0576 - acc: 0.9964 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9989Epoch 00384: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5523 - val_acc: 0.8263 Epoch 386/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2616e-07 - acc: 1.000 - ETA: 3s - loss: 1.2338e-07 - acc: 1.000 - ETA: 3s - loss: 1.2283e-07 - acc: 1.000 - ETA: 4s - loss: 1.2765e-07 - acc: 1.000 - ETA: 4s - loss: 1.2720e-07 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00385: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5556 - val_acc: 0.8240 Epoch 387/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.4603e-07 - acc: 1.000 - ETA: 3s - loss: 1.3879e-07 - acc: 1.000 - ETA: 4s - loss: 1.3444e-07 - acc: 1.000 - ETA: 4s - loss: 1.3438e-07 - acc: 1.000 - ETA: 4s - loss: 1.3205e-07 - acc: 1.000 - ETA: 4s - loss: 1.3043e-07 - acc: 1.000 - ETA: 4s - loss: 1.2999e-07 - acc: 1.000 - ETA: 4s - loss: 1.2886e-07 - acc: 1.000 - ETA: 3s - loss: 1.2879e-07 - acc: 1.000 - ETA: 3s - loss: 1.3353e-07 - acc: 1.000 - ETA: 3s - loss: 1.3238e-07 - acc: 1.000 - ETA: 3s - loss: 1.3229e-07 - acc: 1.000 - ETA: 3s - loss: 1.4840e-07 - acc: 1.000 - ETA: 3s - loss: 1.6853e-07 - acc: 1.000 - ETA: 3s - loss: 1.6554e-07 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9993 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8789e-04 - acc: 0.999 - ETA: 3s - loss: 9.4195e-04 - acc: 0.999 - ETA: 3s - loss: 9.0009e-04 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.9989 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9985Epoch 00386: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9985 - val_loss: 1.5596 - val_acc: 0.8251 Epoch 388/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.4135e-04 - acc: 1.000 - ETA: 4s - loss: 7.6208e-04 - acc: 1.000 - ETA: 4s - loss: 6.4017e-04 - acc: 1.000 - ETA: 4s - loss: 5.5190e-04 - acc: 1.000 - ETA: 4s - loss: 4.8505e-04 - acc: 1.000 - ETA: 4s - loss: 4.3263e-04 - acc: 1.000 - ETA: 4s - loss: 3.9043e-04 - acc: 1.000 - ETA: 4s - loss: 3.5574e-04 - acc: 1.000 - ETA: 4s - loss: 3.2672e-04 - acc: 1.000 - ETA: 3s - loss: 3.0208e-04 - acc: 1.000 - ETA: 3s - loss: 2.8089e-04 - acc: 1.000 - ETA: 3s - loss: 2.6247e-04 - acc: 1.000 - ETA: 3s - loss: 2.4633e-04 - acc: 1.000 - ETA: 3s - loss: 2.3206e-04 - acc: 1.000 - ETA: 3s - loss: 2.1935e-04 - acc: 1.000 - ETA: 3s - loss: 2.0796e-04 - acc: 1.000 - ETA: 3s - loss: 1.9770e-04 - acc: 1.000 - ETA: 3s - loss: 1.8840e-04 - acc: 1.000 - ETA: 3s - loss: 1.7994e-04 - acc: 1.000 - ETA: 3s - loss: 1.7220e-04 - acc: 1.000 - ETA: 3s - loss: 0.0085 - acc: 0.9995 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.9989Epoch 00387: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5602 - val_acc: 0.8263 Epoch 389/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2159e-07 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9944 - ETA: 3s - loss: 0.0064 - acc: 0.996 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.9991Epoch 00388: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5655 - val_acc: 0.8251 Epoch 390/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9977 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00389: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5672 - val_acc: 0.8251 Epoch 391/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2418e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 3s - loss: 1.2460e-04 - acc: 1.000 - ETA: 3s - loss: 9.6936e-05 - acc: 1.000 - ETA: 3s - loss: 7.9333e-05 - acc: 1.000 - ETA: 3s - loss: 6.7146e-05 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 0.9983 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00390: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5638 - val_acc: 0.8263 Epoch 392/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2402e-07 - acc: 1.000 - ETA: 4s - loss: 1.4288e-07 - acc: 1.000 - ETA: 4s - loss: 1.4873e-07 - acc: 1.000 - ETA: 4s - loss: 2.1315e-07 - acc: 1.000 - ETA: 4s - loss: 2.0019e-07 - acc: 1.000 - ETA: 4s - loss: 1.9037e-07 - acc: 1.000 - ETA: 4s - loss: 1.8300e-07 - acc: 1.000 - ETA: 4s - loss: 1.7678e-07 - acc: 1.000 - ETA: 4s - loss: 1.7405e-07 - acc: 1.000 - ETA: 4s - loss: 1.6957e-07 - acc: 1.000 - ETA: 3s - loss: 1.6577e-07 - acc: 1.000 - ETA: 3s - loss: 1.6250e-07 - acc: 1.000 - ETA: 3s - loss: 1.5966e-07 - acc: 1.000 - ETA: 3s - loss: 1.5727e-07 - acc: 1.000 - ETA: 3s - loss: 1.5748e-07 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 0.9993 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00391: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5610 - val_acc: 0.8263 Epoch 393/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 1.2716e-07 - acc: 1.000 - ETA: 4s - loss: 1.5726e-07 - acc: 1.000 - ETA: 4s - loss: 1.4831e-07 - acc: 1.000 - ETA: 4s - loss: 1.4277e-07 - acc: 1.000 - ETA: 4s - loss: 1.3900e-07 - acc: 1.000 - ETA: 4s - loss: 1.3627e-07 - acc: 1.000 - ETA: 4s - loss: 1.3935e-07 - acc: 1.000 - ETA: 3s - loss: 1.3717e-07 - acc: 1.000 - ETA: 3s - loss: 1.3629e-07 - acc: 1.000 - ETA: 3s - loss: 1.3477e-07 - acc: 1.000 - ETA: 3s - loss: 1.3460e-07 - acc: 1.000 - ETA: 3s - loss: 1.3355e-07 - acc: 1.000 - ETA: 3s - loss: 1.3254e-07 - acc: 1.000 - ETA: 3s - loss: 1.3191e-07 - acc: 1.000 - ETA: 3s - loss: 1.3920e-07 - acc: 1.000 - ETA: 3s - loss: 1.3804e-07 - acc: 1.000 - ETA: 3s - loss: 1.3778e-07 - acc: 1.000 - ETA: 3s - loss: 1.3682e-07 - acc: 1.000 - ETA: 3s - loss: 1.3602e-07 - acc: 1.000 - ETA: 3s - loss: 1.3523e-07 - acc: 1.000 - ETA: 3s - loss: 1.3451e-07 - acc: 1.000 - ETA: 3s - loss: 1.3385e-07 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9995 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00392: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5551 - val_acc: 0.8263 Epoch 394/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4424e-07 - acc: 1.000 - ETA: 4s - loss: 1.3312e-07 - acc: 1.000 - ETA: 4s - loss: 1.2975e-07 - acc: 1.000 - ETA: 4s - loss: 1.2973e-07 - acc: 1.000 - ETA: 4s - loss: 1.3283e-07 - acc: 1.000 - ETA: 4s - loss: 1.3065e-07 - acc: 1.000 - ETA: 4s - loss: 1.2907e-07 - acc: 1.000 - ETA: 4s - loss: 1.0917e-06 - acc: 1.000 - ETA: 4s - loss: 9.8762e-07 - acc: 1.000 - ETA: 4s - loss: 9.0449e-07 - acc: 1.000 - ETA: 4s - loss: 8.4582e-07 - acc: 1.000 - ETA: 4s - loss: 7.8662e-07 - acc: 1.000 - ETA: 4s - loss: 7.3625e-07 - acc: 1.000 - ETA: 3s - loss: 6.9295e-07 - acc: 1.000 - ETA: 3s - loss: 6.5557e-07 - acc: 1.000 - ETA: 3s - loss: 6.9185e-07 - acc: 1.000 - ETA: 3s - loss: 6.5913e-07 - acc: 1.000 - ETA: 3s - loss: 6.4685e-07 - acc: 1.000 - ETA: 3s - loss: 6.2180e-07 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9994 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8856e-04 - acc: 0.999 - ETA: 2s - loss: 9.6129e-04 - acc: 0.999 - ETA: 2s - loss: 9.3549e-04 - acc: 0.999 - ETA: 2s - loss: 9.1103e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9990 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9888e-04 - acc: 0.999 - ETA: 2s - loss: 9.7681e-04 - acc: 0.999 - ETA: 2s - loss: 9.5569e-04 - acc: 0.999 - ETA: 2s - loss: 9.3547e-04 - acc: 0.999 - ETA: 2s - loss: 9.1609e-04 - acc: 0.999 - ETA: 1s - loss: 8.9749e-04 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.9990 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00393: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5576 - val_acc: 0.8251 Epoch 395/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1791 - acc: 0.9889 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 3s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00394: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5564 - val_acc: 0.8251 Epoch 396/2000 6660/6680 [============================>.] - ETA: 4s - loss: 3.2647e-05 - acc: 1.000 - ETA: 4s - loss: 6.6248e-06 - acc: 1.000 - ETA: 4s - loss: 3.7351e-06 - acc: 1.000 - ETA: 4s - loss: 2.6225e-06 - acc: 1.000 - ETA: 4s - loss: 2.0335e-06 - acc: 1.000 - ETA: 4s - loss: 1.7011e-06 - acc: 1.000 - ETA: 4s - loss: 4.9397e-06 - acc: 1.000 - ETA: 4s - loss: 4.2754e-06 - acc: 1.000 - ETA: 4s - loss: 3.7718e-06 - acc: 1.000 - ETA: 4s - loss: 4.1647e-06 - acc: 1.000 - ETA: 4s - loss: 3.7701e-06 - acc: 1.000 - ETA: 3s - loss: 0.0034 - acc: 0.9989 - ETA: 3s - loss: 0.0360 - acc: 0.996 - ETA: 3s - loss: 0.0333 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 2s - loss: 0.0248 - acc: 0.997 - ETA: 2s - loss: 0.0240 - acc: 0.997 - ETA: 2s - loss: 0.0233 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0213 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00395: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5588 - val_acc: 0.8251 Epoch 397/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2385e-07 - acc: 1.000 - ETA: 4s - loss: 1.2288e-07 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.9971 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00396: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5629 - val_acc: 0.8251 Epoch 398/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.3005e-07 - acc: 1.000 - ETA: 4s - loss: 1.2887e-07 - acc: 1.000 - ETA: 4s - loss: 1.2793e-07 - acc: 1.000 - ETA: 3s - loss: 8.4993e-07 - acc: 1.000 - ETA: 3s - loss: 7.9028e-07 - acc: 1.000 - ETA: 3s - loss: 7.4020e-07 - acc: 1.000 - ETA: 3s - loss: 6.9678e-07 - acc: 1.000 - ETA: 3s - loss: 6.5890e-07 - acc: 1.000 - ETA: 3s - loss: 4.2974e-05 - acc: 1.000 - ETA: 3s - loss: 8.9653e-05 - acc: 1.000 - ETA: 3s - loss: 8.4748e-05 - acc: 1.000 - ETA: 3s - loss: 8.0352e-05 - acc: 1.000 - ETA: 3s - loss: 7.6390e-05 - acc: 1.000 - ETA: 3s - loss: 7.2801e-05 - acc: 1.000 - ETA: 3s - loss: 6.9534e-05 - acc: 1.000 - ETA: 3s - loss: 6.6551e-05 - acc: 1.000 - ETA: 3s - loss: 6.3811e-05 - acc: 1.000 - ETA: 3s - loss: 6.1289e-05 - acc: 1.000 - ETA: 3s - loss: 5.8959e-05 - acc: 1.000 - ETA: 3s - loss: 5.6800e-05 - acc: 1.000 - ETA: 3s - loss: 5.4793e-05 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9996 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00397: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5654 - val_acc: 0.8251 Epoch 399/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.4603e-07 - acc: 1.000 - ETA: 3s - loss: 1.2368e-07 - acc: 1.000 - ETA: 3s - loss: 1.2189e-07 - acc: 1.000 - ETA: 3s - loss: 1.2155e-07 - acc: 1.000 - ETA: 3s - loss: 1.2103e-07 - acc: 1.000 - ETA: 3s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.4936e-07 - acc: 1.000 - ETA: 3s - loss: 1.4534e-07 - acc: 1.000 - ETA: 3s - loss: 1.4226e-07 - acc: 1.000 - ETA: 3s - loss: 1.3984e-07 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9988 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00398: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5584 - val_acc: 0.8263 Epoch 400/2000 6660/6680 [============================>.] - ETA: 3s - loss: 2.7120e-07 - acc: 1.000 - ETA: 4s - loss: 1.4961e-07 - acc: 1.000 - ETA: 4s - loss: 1.3610e-07 - acc: 1.000 - ETA: 4s - loss: 1.3640e-07 - acc: 1.000 - ETA: 4s - loss: 1.3955e-07 - acc: 1.000 - ETA: 4s - loss: 1.3681e-07 - acc: 1.000 - ETA: 4s - loss: 1.3435e-07 - acc: 1.000 - ETA: 4s - loss: 1.3226e-07 - acc: 1.000 - ETA: 4s - loss: 1.3068e-07 - acc: 1.000 - ETA: 4s - loss: 1.2960e-07 - acc: 1.000 - ETA: 4s - loss: 1.2873e-07 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00399: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5626 - val_acc: 0.8263 Epoch 401/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2616e-07 - acc: 1.000 - ETA: 3s - loss: 1.2964e-07 - acc: 1.000 - ETA: 3s - loss: 1.2709e-07 - acc: 1.000 - ETA: 3s - loss: 1.2616e-07 - acc: 1.000 - ETA: 3s - loss: 1.2571e-07 - acc: 1.000 - ETA: 3s - loss: 4.6138e-05 - acc: 1.000 - ETA: 3s - loss: 4.0010e-05 - acc: 1.000 - ETA: 3s - loss: 3.5317e-05 - acc: 1.000 - ETA: 3s - loss: 3.1612e-05 - acc: 1.000 - ETA: 3s - loss: 2.8621e-05 - acc: 1.000 - ETA: 3s - loss: 0.0030 - acc: 0.9989 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00400: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5511 - val_acc: 0.8263 Epoch 402/2000 6600/6680 [============================>.] - ETA: 0s - loss: 0.1357 - acc: 0.950 - ETA: 2s - loss: 0.0226 - acc: 0.991 - ETA: 3s - loss: 0.0136 - acc: 0.995 - ETA: 3s - loss: 0.0097 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7629e-04 - acc: 0.999 - ETA: 2s - loss: 9.5277e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9994 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00401: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5579 - val_acc: 0.8251 Epoch 403/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.3875e-07 - acc: 1.000 - ETA: 4s - loss: 1.3526e-07 - acc: 1.000 - ETA: 4s - loss: 1.4743e-07 - acc: 1.000 - ETA: 4s - loss: 1.4504e-07 - acc: 1.000 - ETA: 4s - loss: 1.4091e-07 - acc: 1.000 - ETA: 4s - loss: 1.3863e-07 - acc: 1.000 - ETA: 4s - loss: 1.3628e-07 - acc: 1.000 - ETA: 4s - loss: 1.3475e-07 - acc: 1.000 - ETA: 4s - loss: 1.3324e-07 - acc: 1.000 - ETA: 3s - loss: 1.3199e-07 - acc: 1.000 - ETA: 3s - loss: 0.0164 - acc: 0.9990 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00402: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5534 - val_acc: 0.8251 Epoch 404/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2418e-07 - acc: 1.000 - ETA: 3s - loss: 1.2338e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 1.2707e-07 - acc: 1.000 - ETA: 3s - loss: 1.2620e-07 - acc: 1.000 - ETA: 3s - loss: 1.2481e-05 - acc: 1.000 - ETA: 3s - loss: 1.1027e-05 - acc: 1.000 - ETA: 3s - loss: 9.8794e-06 - acc: 1.000 - ETA: 3s - loss: 8.9503e-06 - acc: 1.000 - ETA: 3s - loss: 8.1825e-06 - acc: 1.000 - ETA: 3s - loss: 7.5375e-06 - acc: 1.000 - ETA: 3s - loss: 6.9880e-06 - acc: 1.000 - ETA: 3s - loss: 3.7388e-05 - acc: 1.000 - ETA: 3s - loss: 3.4983e-05 - acc: 1.000 - ETA: 3s - loss: 3.2870e-05 - acc: 1.000 - ETA: 3s - loss: 3.1003e-05 - acc: 1.000 - ETA: 3s - loss: 2.9334e-05 - acc: 1.000 - ETA: 3s - loss: 0.0104 - acc: 0.9994 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00403: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5567 - val_acc: 0.8251 Epoch 405/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3262e-07 - acc: 1.000 - ETA: 3s - loss: 1.2726e-07 - acc: 1.000 - ETA: 3s - loss: 0.0576 - acc: 0.9964 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00404: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5645 - val_acc: 0.8251 Epoch 406/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.1100e-07 - acc: 1.000 - ETA: 3s - loss: 1.7020e-07 - acc: 1.000 - ETA: 4s - loss: 0.0125 - acc: 0.9962 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00405: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5593 - val_acc: 0.8251 Epoch 407/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.1087e-05 - acc: 1.000 - ETA: 3s - loss: 1.2716e-05 - acc: 1.000 - ETA: 3s - loss: 9.1174e-06 - acc: 1.000 - ETA: 3s - loss: 7.1178e-06 - acc: 1.000 - ETA: 3s - loss: 8.9586e-05 - acc: 1.000 - ETA: 3s - loss: 7.5822e-05 - acc: 1.000 - ETA: 3s - loss: 6.5728e-05 - acc: 1.000 - ETA: 3s - loss: 5.8009e-05 - acc: 1.000 - ETA: 3s - loss: 5.1921e-05 - acc: 1.000 - ETA: 3s - loss: 4.6991e-05 - acc: 1.000 - ETA: 3s - loss: 4.2917e-05 - acc: 1.000 - ETA: 3s - loss: 3.9493e-05 - acc: 1.000 - ETA: 3s - loss: 3.6576e-05 - acc: 1.000 - ETA: 3s - loss: 3.4063e-05 - acc: 1.000 - ETA: 3s - loss: 3.1877e-05 - acc: 1.000 - ETA: 3s - loss: 2.9955e-05 - acc: 1.000 - ETA: 3s - loss: 2.8250e-05 - acc: 1.000 - ETA: 3s - loss: 2.6730e-05 - acc: 1.000 - ETA: 3s - loss: 2.5366e-05 - acc: 1.000 - ETA: 3s - loss: 2.4135e-05 - acc: 1.000 - ETA: 3s - loss: 2.3019e-05 - acc: 1.000 - ETA: 3s - loss: 2.0875e-04 - acc: 1.000 - ETA: 3s - loss: 1.9987e-04 - acc: 1.000 - ETA: 3s - loss: 1.9172e-04 - acc: 1.000 - ETA: 3s - loss: 1.8421e-04 - acc: 1.000 - ETA: 3s - loss: 1.7726e-04 - acc: 1.000 - ETA: 3s - loss: 1.7703e-04 - acc: 1.000 - ETA: 3s - loss: 1.7082e-04 - acc: 1.000 - ETA: 2s - loss: 1.6504e-04 - acc: 1.000 - ETA: 2s - loss: 1.5963e-04 - acc: 1.000 - ETA: 2s - loss: 1.5457e-04 - acc: 1.000 - ETA: 2s - loss: 1.4982e-04 - acc: 1.000 - ETA: 2s - loss: 1.4535e-04 - acc: 1.000 - ETA: 2s - loss: 1.4114e-04 - acc: 1.000 - ETA: 2s - loss: 1.3717e-04 - acc: 1.000 - ETA: 2s - loss: 1.3342e-04 - acc: 1.000 - ETA: 2s - loss: 1.2986e-04 - acc: 1.000 - ETA: 2s - loss: 1.2649e-04 - acc: 1.000 - ETA: 2s - loss: 1.2404e-04 - acc: 1.000 - ETA: 2s - loss: 0.0012 - acc: 0.9997 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.9989Epoch 00406: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5576 - val_acc: 0.8251 Epoch 408/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 9.8537e-04 - acc: 1.000 - ETA: 4s - loss: 7.9770e-04 - acc: 1.000 - ETA: 4s - loss: 6.7009e-04 - acc: 1.000 - ETA: 4s - loss: 5.7768e-04 - acc: 1.000 - ETA: 4s - loss: 5.0767e-04 - acc: 1.000 - ETA: 4s - loss: 4.5280e-04 - acc: 1.000 - ETA: 4s - loss: 4.5125e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9867e-04 - acc: 0.999 - ETA: 3s - loss: 9.3722e-04 - acc: 0.999 - ETA: 3s - loss: 8.9412e-04 - acc: 0.999 - ETA: 3s - loss: 8.4513e-04 - acc: 0.999 - ETA: 3s - loss: 8.0124e-04 - acc: 0.999 - ETA: 3s - loss: 7.6168e-04 - acc: 0.999 - ETA: 3s - loss: 7.2584e-04 - acc: 0.999 - ETA: 3s - loss: 6.9322e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9989 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00407: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5601 - val_acc: 0.8251 Epoch 409/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00408: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5545 - val_acc: 0.8263 Epoch 410/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 3s - loss: 0.0384 - acc: 0.997 - ETA: 3s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00409: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5638 - val_acc: 0.8251 Epoch 411/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0217 - acc: 0.9833 - ETA: 3s - loss: 0.0130 - acc: 0.990 - ETA: 3s - loss: 0.0093 - acc: 0.992 - ETA: 3s - loss: 0.0072 - acc: 0.994 - ETA: 3s - loss: 0.0059 - acc: 0.995 - ETA: 3s - loss: 0.0051 - acc: 0.996 - ETA: 3s - loss: 0.0044 - acc: 0.996 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.996 - ETA: 3s - loss: 0.0204 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00410: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5625 - val_acc: 0.8251 Epoch 412/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.3351e-07 - acc: 1.000 - ETA: 3s - loss: 1.2716e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4239e-04 - acc: 1.000 - ETA: 4s - loss: 8.1250e-04 - acc: 1.000 - ETA: 4s - loss: 7.1403e-04 - acc: 1.000 - ETA: 4s - loss: 6.3685e-04 - acc: 1.000 - ETA: 4s - loss: 5.7473e-04 - acc: 1.000 - ETA: 4s - loss: 5.3556e-04 - acc: 1.000 - ETA: 4s - loss: 4.9094e-04 - acc: 1.000 - ETA: 4s - loss: 4.7131e-04 - acc: 1.000 - ETA: 4s - loss: 4.5319e-04 - acc: 1.000 - ETA: 4s - loss: 4.2848e-04 - acc: 1.000 - ETA: 4s - loss: 4.1345e-04 - acc: 1.000 - ETA: 4s - loss: 3.9943e-04 - acc: 1.000 - ETA: 4s - loss: 3.8011e-04 - acc: 1.000 - ETA: 4s - loss: 3.6257e-04 - acc: 1.000 - ETA: 4s - loss: 3.4659e-04 - acc: 1.000 - ETA: 4s - loss: 3.2734e-04 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9993 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00411: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5660 - val_acc: 0.8251 Epoch 413/2000 6660/6680 [============================>.] - ETA: 0s - loss: 2.4140e-07 - acc: 1.000 - ETA: 3s - loss: 1.4057e-07 - acc: 1.000 - ETA: 3s - loss: 1.7285e-07 - acc: 1.000 - ETA: 4s - loss: 1.5753e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 4.5051e-05 - acc: 1.000 - ETA: 4s - loss: 3.8139e-05 - acc: 1.000 - ETA: 4s - loss: 3.3071e-05 - acc: 1.000 - ETA: 4s - loss: 2.9195e-05 - acc: 1.000 - ETA: 4s - loss: 2.6135e-05 - acc: 1.000 - ETA: 4s - loss: 2.3659e-05 - acc: 1.000 - ETA: 4s - loss: 2.1612e-05 - acc: 1.000 - ETA: 3s - loss: 1.9893e-05 - acc: 1.000 - ETA: 3s - loss: 1.8429e-05 - acc: 1.000 - ETA: 3s - loss: 1.7166e-05 - acc: 1.000 - ETA: 3s - loss: 1.6066e-05 - acc: 1.000 - ETA: 3s - loss: 1.5100e-05 - acc: 1.000 - ETA: 3s - loss: 4.3106e-05 - acc: 1.000 - ETA: 3s - loss: 4.0783e-05 - acc: 1.000 - ETA: 3s - loss: 3.8697e-05 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9994 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00412: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5663 - val_acc: 0.8251 Epoch 414/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2848e-07 - acc: 1.000 - ETA: 4s - loss: 1.2563e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4258e-04 - acc: 1.000 - ETA: 4s - loss: 8.2835e-04 - acc: 1.000 - ETA: 4s - loss: 7.3881e-04 - acc: 1.000 - ETA: 4s - loss: 6.6674e-04 - acc: 1.000 - ETA: 4s - loss: 6.0749e-04 - acc: 1.000 - ETA: 4s - loss: 5.5790e-04 - acc: 1.000 - ETA: 4s - loss: 5.1581e-04 - acc: 1.000 - ETA: 4s - loss: 4.7962e-04 - acc: 1.000 - ETA: 4s - loss: 4.4818e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9992 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8926e-04 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.9993 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9988Epoch 00413: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5587 - val_acc: 0.8251 Epoch 415/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.4970e-07 - acc: 1.000 - ETA: 4s - loss: 1.4708e-07 - acc: 1.000 - ETA: 4s - loss: 1.4419e-07 - acc: 1.000 - ETA: 4s - loss: 1.4019e-07 - acc: 1.000 - ETA: 4s - loss: 1.3853e-07 - acc: 1.000 - ETA: 4s - loss: 1.3619e-07 - acc: 1.000 - ETA: 4s - loss: 1.3435e-07 - acc: 1.000 - ETA: 4s - loss: 1.3287e-07 - acc: 1.000 - ETA: 4s - loss: 1.3166e-07 - acc: 1.000 - ETA: 4s - loss: 1.3119e-07 - acc: 1.000 - ETA: 4s - loss: 1.3029e-07 - acc: 1.000 - ETA: 3s - loss: 1.2951e-07 - acc: 1.000 - ETA: 3s - loss: 0.0049 - acc: 0.9992 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00414: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5545 - val_acc: 0.8263 Epoch 416/2000 6580/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2746e-07 - acc: 1.000 - ETA: 4s - loss: 1.3155e-05 - acc: 1.000 - ETA: 4s - loss: 1.0674e-05 - acc: 1.000 - ETA: 4s - loss: 8.9856e-06 - acc: 1.000 - ETA: 4s - loss: 7.7630e-06 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0339 - acc: 0.996 - ETA: 3s - loss: 0.0313 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9988Epoch 00415: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5595 - val_acc: 0.8251 Epoch 417/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2186e-07 - acc: 1.000 - ETA: 4s - loss: 1.2746e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2861e-04 - acc: 1.000 - ETA: 4s - loss: 8.3338e-04 - acc: 1.000 - ETA: 4s - loss: 7.5587e-04 - acc: 1.000 - ETA: 4s - loss: 0.0178 - acc: 0.9989 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9989Epoch 00416: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5608 - val_acc: 0.8251 Epoch 418/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9944 - ETA: 4s - loss: 0.0064 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00417: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5591 - val_acc: 0.8251 Epoch 419/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9962 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9586e-04 - acc: 0.998 - ETA: 4s - loss: 8.9878e-04 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.9989 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.7322e-04 - acc: 0.999 - ETA: 4s - loss: 9.0494e-04 - acc: 0.999 - ETA: 4s - loss: 8.4560e-04 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.9985 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00418: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5545 - val_acc: 0.8251 Epoch 420/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2334e-07 - acc: 1.000 - ETA: 4s - loss: 1.2236e-07 - acc: 1.000 - ETA: 4s - loss: 1.2531e-07 - acc: 1.000 - ETA: 4s - loss: 1.2434e-07 - acc: 1.000 - ETA: 4s - loss: 6.7712e-04 - acc: 1.000 - ETA: 4s - loss: 5.9507e-04 - acc: 1.000 - ETA: 4s - loss: 5.3076e-04 - acc: 1.000 - ETA: 4s - loss: 4.7900e-04 - acc: 1.000 - ETA: 4s - loss: 4.3643e-04 - acc: 1.000 - ETA: 4s - loss: 4.0081e-04 - acc: 1.000 - ETA: 4s - loss: 3.7057e-04 - acc: 1.000 - ETA: 4s - loss: 3.4457e-04 - acc: 1.000 - ETA: 4s - loss: 3.2263e-04 - acc: 1.000 - ETA: 3s - loss: 3.0279e-04 - acc: 1.000 - ETA: 3s - loss: 2.8524e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9993 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00419: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5612 - val_acc: 0.8251 Epoch 421/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2351e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2149e-07 - acc: 1.000 - ETA: 4s - loss: 1.2105e-07 - acc: 1.000 - ETA: 4s - loss: 1.2076e-07 - acc: 1.000 - ETA: 4s - loss: 1.5888e-07 - acc: 1.000 - ETA: 4s - loss: 1.5470e-07 - acc: 1.000 - ETA: 4s - loss: 1.5103e-07 - acc: 1.000 - ETA: 4s - loss: 2.6376e-05 - acc: 1.000 - ETA: 3s - loss: 2.4042e-05 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9990 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6578e-04 - acc: 0.999 - ETA: 3s - loss: 9.2461e-04 - acc: 0.999 - ETA: 3s - loss: 8.8648e-04 - acc: 0.999 - ETA: 3s - loss: 8.5138e-04 - acc: 0.999 - ETA: 3s - loss: 8.1895e-04 - acc: 0.999 - ETA: 3s - loss: 7.8890e-04 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.9987 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00420: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5563 - val_acc: 0.8251 Epoch 422/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2848e-07 - acc: 1.000 - ETA: 4s - loss: 1.2563e-07 - acc: 1.000 - ETA: 4s - loss: 1.2535e-07 - acc: 1.000 - ETA: 4s - loss: 1.2588e-07 - acc: 1.000 - ETA: 4s - loss: 1.2612e-07 - acc: 1.000 - ETA: 4s - loss: 1.2538e-07 - acc: 1.000 - ETA: 4s - loss: 1.2463e-07 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9986 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00421: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5571 - val_acc: 0.8251 Epoch 423/2000 6640/6680 [============================>.] - ETA: 10s - loss: 1.1921e-07 - acc: 1.00 - ETA: 4s - loss: 1.1921e-07 - acc: 1.0000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00422: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5542 - val_acc: 0.8263 Epoch 424/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9962 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5588e-04 - acc: 0.998 - ETA: 4s - loss: 8.6264e-04 - acc: 0.998 - ETA: 4s - loss: 7.8597e-04 - acc: 0.998 - ETA: 3s - loss: 7.2182e-04 - acc: 0.999 - ETA: 3s - loss: 6.6735e-04 - acc: 0.999 - ETA: 3s - loss: 6.2053e-04 - acc: 0.999 - ETA: 3s - loss: 5.8559e-04 - acc: 0.999 - ETA: 3s - loss: 5.4957e-04 - acc: 0.999 - ETA: 3s - loss: 5.1771e-04 - acc: 0.999 - ETA: 3s - loss: 4.8935e-04 - acc: 0.999 - ETA: 3s - loss: 4.6395e-04 - acc: 0.999 - ETA: 3s - loss: 4.4357e-04 - acc: 0.999 - ETA: 3s - loss: 4.4454e-04 - acc: 0.999 - ETA: 3s - loss: 4.2457e-04 - acc: 0.999 - ETA: 3s - loss: 4.0631e-04 - acc: 0.999 - ETA: 3s - loss: 3.8956e-04 - acc: 0.999 - ETA: 3s - loss: 3.7414e-04 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.9990 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9986Epoch 00423: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.5561 - val_acc: 0.8263 Epoch 425/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.7004e-04 - acc: 1.000 - ETA: 4s - loss: 2.0563e-04 - acc: 1.000 - ETA: 4s - loss: 1.4240e-04 - acc: 1.000 - ETA: 4s - loss: 1.0892e-04 - acc: 1.000 - ETA: 4s - loss: 8.8197e-05 - acc: 1.000 - ETA: 4s - loss: 7.4105e-05 - acc: 1.000 - ETA: 4s - loss: 6.3909e-05 - acc: 1.000 - ETA: 4s - loss: 5.6178e-05 - acc: 1.000 - ETA: 4s - loss: 5.0118e-05 - acc: 1.000 - ETA: 4s - loss: 4.5240e-05 - acc: 1.000 - ETA: 4s - loss: 0.0180 - acc: 0.9989 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00424: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9987 - val_loss: 1.5574 - val_acc: 0.8251 Epoch 426/2000 6660/6680 [============================>.] - ETA: 4s - loss: 2.7017e-05 - acc: 1.000 - ETA: 4s - loss: 5.4988e-06 - acc: 1.000 - ETA: 4s - loss: 3.1092e-06 - acc: 1.000 - ETA: 4s - loss: 2.1906e-06 - acc: 1.000 - ETA: 4s - loss: 8.7037e-06 - acc: 1.000 - ETA: 4s - loss: 7.0685e-06 - acc: 1.000 - ETA: 4s - loss: 5.9579e-06 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00425: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.5560 - val_acc: 0.8263 Epoch 427/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4075e-05 - acc: 1.000 - ETA: 4s - loss: 7.8722e-06 - acc: 1.000 - ETA: 4s - loss: 5.4869e-06 - acc: 1.000 - ETA: 4s - loss: 4.2239e-06 - acc: 1.000 - ETA: 4s - loss: 3.4421e-06 - acc: 1.000 - ETA: 4s - loss: 2.9107e-06 - acc: 1.000 - ETA: 4s - loss: 2.7039e-06 - acc: 1.000 - ETA: 4s - loss: 2.3005e-06 - acc: 1.000 - ETA: 4s - loss: 3.8206e-06 - acc: 1.000 - ETA: 4s - loss: 3.4505e-06 - acc: 1.000 - ETA: 4s - loss: 3.1476e-06 - acc: 1.000 - ETA: 3s - loss: 2.8953e-06 - acc: 1.000 - ETA: 3s - loss: 2.1554e-05 - acc: 1.000 - ETA: 3s - loss: 2.0023e-05 - acc: 1.000 - ETA: 3s - loss: 1.8702e-05 - acc: 1.000 - ETA: 3s - loss: 1.7542e-05 - acc: 1.000 - ETA: 3s - loss: 1.6517e-05 - acc: 1.000 - ETA: 3s - loss: 1.5606e-05 - acc: 1.000 - ETA: 3s - loss: 1.4812e-05 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9994 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00426: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5598 - val_acc: 0.8251 Epoch 428/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2550e-07 - acc: 1.000 - ETA: 4s - loss: 1.2357e-07 - acc: 1.000 - ETA: 4s - loss: 1.2254e-07 - acc: 1.000 - ETA: 4s - loss: 1.2205e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2126e-07 - acc: 1.000 - ETA: 4s - loss: 1.2102e-07 - acc: 1.000 - ETA: 4s - loss: 1.2098e-07 - acc: 1.000 - ETA: 4s - loss: 1.2103e-07 - acc: 1.000 - ETA: 3s - loss: 1.2086e-07 - acc: 1.000 - ETA: 3s - loss: 0.0164 - acc: 0.9990 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.9989Epoch 00427: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0105 - acc: 0.9990 - val_loss: 1.5623 - val_acc: 0.8263 Epoch 429/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.0000 - ETA: 3s - loss: 9.4019e-04 - acc: 1.000 - ETA: 3s - loss: 6.7160e-04 - acc: 1.000 - ETA: 4s - loss: 5.2242e-04 - acc: 1.000 - ETA: 4s - loss: 4.2745e-04 - acc: 1.000 - ETA: 4s - loss: 4.3629e-04 - acc: 1.000 - ETA: 4s - loss: 3.7813e-04 - acc: 1.000 - ETA: 4s - loss: 3.3366e-04 - acc: 1.000 - ETA: 3s - loss: 2.9856e-04 - acc: 1.000 - ETA: 3s - loss: 2.7013e-04 - acc: 1.000 - ETA: 3s - loss: 2.4665e-04 - acc: 1.000 - ETA: 3s - loss: 2.2693e-04 - acc: 1.000 - ETA: 3s - loss: 2.1013e-04 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9991 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9989Epoch 00428: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5574 - val_acc: 0.8263 Epoch 430/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.4553e-07 - acc: 1.000 - ETA: 3s - loss: 2.4026e-05 - acc: 1.000 - ETA: 3s - loss: 1.7202e-05 - acc: 1.000 - ETA: 3s - loss: 1.3406e-05 - acc: 1.000 - ETA: 3s - loss: 1.0990e-05 - acc: 1.000 - ETA: 3s - loss: 9.3178e-06 - acc: 1.000 - ETA: 3s - loss: 8.0914e-06 - acc: 1.000 - ETA: 3s - loss: 7.1535e-06 - acc: 1.000 - ETA: 3s - loss: 7.1810e-04 - acc: 1.000 - ETA: 3s - loss: 6.4972e-04 - acc: 1.000 - ETA: 3s - loss: 5.9323e-04 - acc: 1.000 - ETA: 3s - loss: 5.4578e-04 - acc: 1.000 - ETA: 3s - loss: 5.0537e-04 - acc: 1.000 - ETA: 3s - loss: 4.7053e-04 - acc: 1.000 - ETA: 3s - loss: 4.4018e-04 - acc: 1.000 - ETA: 3s - loss: 4.1464e-04 - acc: 1.000 - ETA: 3s - loss: 3.9096e-04 - acc: 1.000 - ETA: 3s - loss: 3.6983e-04 - acc: 1.000 - ETA: 3s - loss: 3.5087e-04 - acc: 1.000 - ETA: 3s - loss: 3.3376e-04 - acc: 1.000 - ETA: 3s - loss: 3.1824e-04 - acc: 1.000 - ETA: 3s - loss: 3.0410e-04 - acc: 1.000 - ETA: 3s - loss: 2.9117e-04 - acc: 1.000 - ETA: 3s - loss: 2.7941e-04 - acc: 1.000 - ETA: 3s - loss: 2.6846e-04 - acc: 1.000 - ETA: 3s - loss: 2.5833e-04 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9991 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00429: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5571 - val_acc: 0.8251 Epoch 431/2000 6660/6680 [============================>.] - ETA: 0s - loss: 5.1865e-05 - acc: 1.000 - ETA: 3s - loss: 1.0470e-05 - acc: 1.000 - ETA: 4s - loss: 5.8697e-06 - acc: 1.000 - ETA: 4s - loss: 4.1003e-06 - acc: 1.000 - ETA: 4s - loss: 3.1636e-06 - acc: 1.000 - ETA: 4s - loss: 2.5847e-06 - acc: 1.000 - ETA: 4s - loss: 0.0138 - acc: 0.9980 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.9988Epoch 00430: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5593 - val_acc: 0.8263 Epoch 432/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2914e-07 - acc: 1.000 - ETA: 4s - loss: 1.3273e-07 - acc: 1.000 - ETA: 4s - loss: 1.3025e-07 - acc: 1.000 - ETA: 4s - loss: 1.3042e-07 - acc: 1.000 - ETA: 4s - loss: 1.2982e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9983 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00431: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0102 - acc: 0.9987 - val_loss: 1.5630 - val_acc: 0.8251 Epoch 433/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0960 - acc: 0.994 - ETA: 4s - loss: 0.0777 - acc: 0.995 - ETA: 4s - loss: 0.0653 - acc: 0.996 - ETA: 4s - loss: 0.0615 - acc: 0.994 - ETA: 4s - loss: 0.0540 - acc: 0.995 - ETA: 4s - loss: 0.0482 - acc: 0.995 - ETA: 4s - loss: 0.0425 - acc: 0.996 - ETA: 4s - loss: 0.0388 - acc: 0.996 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00432: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5565 - val_acc: 0.8251 Epoch 434/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2049e-07 - acc: 1.000 - ETA: 4s - loss: 1.2028e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.3161e-07 - acc: 1.000 - ETA: 4s - loss: 1.3016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2918e-07 - acc: 1.000 - ETA: 4s - loss: 1.2899e-07 - acc: 1.000 - ETA: 4s - loss: 1.2846e-07 - acc: 1.000 - ETA: 3s - loss: 1.4286e-07 - acc: 1.000 - ETA: 3s - loss: 1.4140e-07 - acc: 1.000 - ETA: 3s - loss: 1.4081e-07 - acc: 1.000 - ETA: 3s - loss: 1.3962e-07 - acc: 1.000 - ETA: 3s - loss: 1.3856e-07 - acc: 1.000 - ETA: 3s - loss: 1.3761e-07 - acc: 1.000 - ETA: 3s - loss: 1.3674e-07 - acc: 1.000 - ETA: 3s - loss: 1.3635e-07 - acc: 1.000 - ETA: 3s - loss: 1.3562e-07 - acc: 1.000 - ETA: 3s - loss: 1.3531e-07 - acc: 1.000 - ETA: 3s - loss: 1.3467e-07 - acc: 1.000 - ETA: 3s - loss: 1.3422e-07 - acc: 1.000 - ETA: 3s - loss: 1.3367e-07 - acc: 1.000 - ETA: 3s - loss: 1.3350e-07 - acc: 1.000 - ETA: 3s - loss: 1.3388e-07 - acc: 1.000 - ETA: 3s - loss: 1.8837e-05 - acc: 1.000 - ETA: 3s - loss: 1.8238e-05 - acc: 1.000 - ETA: 3s - loss: 1.7678e-05 - acc: 1.000 - ETA: 2s - loss: 1.7150e-05 - acc: 1.000 - ETA: 2s - loss: 1.6653e-05 - acc: 1.000 - ETA: 2s - loss: 1.6184e-05 - acc: 1.000 - ETA: 2s - loss: 1.5742e-05 - acc: 1.000 - ETA: 2s - loss: 1.5322e-05 - acc: 1.000 - ETA: 2s - loss: 0.0053 - acc: 0.9997 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9988Epoch 00433: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5636 - val_acc: 0.8251 Epoch 435/2000 6620/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0472 - acc: 0.9900 - ETA: 4s - loss: 0.0265 - acc: 0.994 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9988Epoch 00434: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9988 - val_loss: 1.5563 - val_acc: 0.8251 Epoch 436/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9944 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.4080e-04 - acc: 0.998 - ETA: 4s - loss: 8.4903e-04 - acc: 0.998 - ETA: 4s - loss: 7.7357e-04 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.9980 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8297e-04 - acc: 0.998 - ETA: 3s - loss: 9.3443e-04 - acc: 0.998 - ETA: 3s - loss: 8.9047e-04 - acc: 0.998 - ETA: 3s - loss: 8.5045e-04 - acc: 0.998 - ETA: 3s - loss: 8.1388e-04 - acc: 0.998 - ETA: 3s - loss: 7.8032e-04 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.9985 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9986Epoch 00435: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9987 - val_loss: 1.5643 - val_acc: 0.8251 Epoch 437/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9971 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4458e-04 - acc: 0.998 - ETA: 4s - loss: 8.6063e-04 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.9980 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.9988Epoch 00436: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5634 - val_acc: 0.8251 Epoch 438/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.9989Epoch 00437: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5564 - val_acc: 0.8251 Epoch 439/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2749e-07 - acc: 1.000 - ETA: 4s - loss: 2.8358e-07 - acc: 1.000 - ETA: 4s - loss: 5.2173e-07 - acc: 1.000 - ETA: 4s - loss: 4.4506e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.9831e-04 - acc: 1.000 - ETA: 4s - loss: 8.7733e-04 - acc: 1.000 - ETA: 4s - loss: 7.8250e-04 - acc: 1.000 - ETA: 4s - loss: 7.0617e-04 - acc: 1.000 - ETA: 4s - loss: 6.4341e-04 - acc: 1.000 - ETA: 4s - loss: 5.9090e-04 - acc: 1.000 - ETA: 3s - loss: 5.4631e-04 - acc: 1.000 - ETA: 3s - loss: 5.0798e-04 - acc: 1.000 - ETA: 3s - loss: 4.7468e-04 - acc: 1.000 - ETA: 3s - loss: 4.4548e-04 - acc: 1.000 - ETA: 3s - loss: 4.1966e-04 - acc: 1.000 - ETA: 3s - loss: 3.9667e-04 - acc: 1.000 - ETA: 3s - loss: 3.7607e-04 - acc: 1.000 - ETA: 3s - loss: 3.5751e-04 - acc: 1.000 - ETA: 3s - loss: 3.4069e-04 - acc: 1.000 - ETA: 3s - loss: 3.2539e-04 - acc: 1.000 - ETA: 3s - loss: 3.1140e-04 - acc: 1.000 - ETA: 3s - loss: 2.9856e-04 - acc: 1.000 - ETA: 3s - loss: 2.8674e-04 - acc: 1.000 - ETA: 3s - loss: 2.7582e-04 - acc: 1.000 - ETA: 3s - loss: 2.6571e-04 - acc: 1.000 - ETA: 3s - loss: 2.5630e-04 - acc: 1.000 - ETA: 3s - loss: 2.4968e-04 - acc: 1.000 - ETA: 3s - loss: 2.5258e-04 - acc: 1.000 - ETA: 3s - loss: 2.4813e-04 - acc: 1.000 - ETA: 2s - loss: 0.0028 - acc: 0.9996 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.9991Epoch 00438: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5584 - val_acc: 0.8251 Epoch 440/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.5140e-07 - acc: 1.000 - ETA: 4s - loss: 1.3775e-07 - acc: 1.000 - ETA: 4s - loss: 1.3617e-07 - acc: 1.000 - ETA: 4s - loss: 1.3218e-07 - acc: 1.000 - ETA: 4s - loss: 1.2971e-07 - acc: 1.000 - ETA: 4s - loss: 1.2922e-07 - acc: 1.000 - ETA: 4s - loss: 1.2784e-07 - acc: 1.000 - ETA: 4s - loss: 1.2680e-07 - acc: 1.000 - ETA: 4s - loss: 1.2598e-07 - acc: 1.000 - ETA: 4s - loss: 1.2764e-07 - acc: 1.000 - ETA: 4s - loss: 1.2689e-07 - acc: 1.000 - ETA: 4s - loss: 1.2626e-07 - acc: 1.000 - ETA: 4s - loss: 1.2714e-07 - acc: 1.000 - ETA: 4s - loss: 1.1844e-05 - acc: 1.000 - ETA: 3s - loss: 1.1081e-05 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00439: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5622 - val_acc: 0.8251 Epoch 441/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0335 - acc: 0.998 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00440: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5589 - val_acc: 0.8251 Epoch 442/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2159e-07 - acc: 1.000 - ETA: 3s - loss: 0.0044 - acc: 0.9944 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00441: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5615 - val_acc: 0.8251 Epoch 443/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.7059e-07 - acc: 1.000 - ETA: 4s - loss: 7.8388e-07 - acc: 1.000 - ETA: 4s - loss: 6.6831e-07 - acc: 1.000 - ETA: 4s - loss: 5.8384e-07 - acc: 1.000 - ETA: 4s - loss: 5.2189e-07 - acc: 1.000 - ETA: 4s - loss: 6.5358e-06 - acc: 1.000 - ETA: 4s - loss: 5.8604e-06 - acc: 1.000 - ETA: 4s - loss: 5.3139e-06 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00442: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5639 - val_acc: 0.8263 Epoch 444/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2994e-07 - acc: 1.000 - ETA: 4s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 5.0464e-06 - acc: 1.000 - ETA: 4s - loss: 3.8874e-06 - acc: 1.000 - ETA: 4s - loss: 3.1708e-06 - acc: 1.000 - ETA: 4s - loss: 2.6828e-06 - acc: 1.000 - ETA: 4s - loss: 2.3292e-06 - acc: 1.000 - ETA: 4s - loss: 7.6166e-06 - acc: 1.000 - ETA: 4s - loss: 6.8061e-06 - acc: 1.000 - ETA: 4s - loss: 9.4353e-05 - acc: 1.000 - ETA: 4s - loss: 8.5978e-05 - acc: 1.000 - ETA: 4s - loss: 7.8974e-05 - acc: 1.000 - ETA: 4s - loss: 7.3028e-05 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9991 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00443: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5618 - val_acc: 0.8263 Epoch 445/2000 6620/6680 [============================>.] - ETA: 2s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.2914e-07 - acc: 1.000 - ETA: 4s - loss: 1.2746e-07 - acc: 1.000 - ETA: 4s - loss: 1.2552e-07 - acc: 1.000 - ETA: 4s - loss: 1.2432e-07 - acc: 1.000 - ETA: 4s - loss: 1.2350e-07 - acc: 1.000 - ETA: 4s - loss: 1.2322e-07 - acc: 1.000 - ETA: 4s - loss: 1.2291e-07 - acc: 1.000 - ETA: 4s - loss: 1.2267e-07 - acc: 1.000 - ETA: 4s - loss: 1.2263e-07 - acc: 1.000 - ETA: 4s - loss: 1.2550e-07 - acc: 1.000 - ETA: 4s - loss: 1.2499e-07 - acc: 1.000 - ETA: 4s - loss: 1.2466e-07 - acc: 1.000 - ETA: 4s - loss: 1.2428e-07 - acc: 1.000 - ETA: 4s - loss: 1.2395e-07 - acc: 1.000 - ETA: 3s - loss: 1.2412e-07 - acc: 1.000 - ETA: 3s - loss: 1.2383e-07 - acc: 1.000 - ETA: 3s - loss: 0.0110 - acc: 0.9993 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9985Epoch 00444: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9985 - val_loss: 1.5619 - val_acc: 0.8263 Epoch 446/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2318e-07 - acc: 1.000 - ETA: 3s - loss: 1.2994e-07 - acc: 1.000 - ETA: 4s - loss: 1.2709e-07 - acc: 1.000 - ETA: 4s - loss: 0.0070 - acc: 0.9972 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00445: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5590 - val_acc: 0.8263 Epoch 447/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2994e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 6.1126e-05 - acc: 1.000 - ETA: 4s - loss: 4.6772e-05 - acc: 1.000 - ETA: 4s - loss: 3.7889e-05 - acc: 1.000 - ETA: 4s - loss: 3.1845e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9708e-04 - acc: 0.998 - ETA: 4s - loss: 9.0645e-04 - acc: 0.998 - ETA: 4s - loss: 8.3092e-04 - acc: 0.999 - ETA: 4s - loss: 7.6701e-04 - acc: 0.999 - ETA: 4s - loss: 7.1223e-04 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.9983 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00446: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5632 - val_acc: 0.8251 Epoch 448/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.8244e-05 - acc: 1.000 - ETA: 4s - loss: 3.4495e-05 - acc: 1.000 - ETA: 4s - loss: 2.6868e-05 - acc: 1.000 - ETA: 4s - loss: 2.2005e-05 - acc: 1.000 - ETA: 4s - loss: 1.8638e-05 - acc: 1.000 - ETA: 4s - loss: 1.6169e-05 - acc: 1.000 - ETA: 4s - loss: 1.4281e-05 - acc: 1.000 - ETA: 4s - loss: 1.2790e-05 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9988 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00447: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5587 - val_acc: 0.8251 Epoch 449/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.0112e-05 - acc: 1.000 - ETA: 4s - loss: 2.7807e-05 - acc: 1.000 - ETA: 4s - loss: 2.1292e-05 - acc: 1.000 - ETA: 4s - loss: 1.7259e-05 - acc: 1.000 - ETA: 4s - loss: 1.4517e-05 - acc: 1.000 - ETA: 4s - loss: 1.2532e-05 - acc: 1.000 - ETA: 4s - loss: 1.1028e-05 - acc: 1.000 - ETA: 4s - loss: 2.2473e-05 - acc: 1.000 - ETA: 4s - loss: 2.0318e-05 - acc: 1.000 - ETA: 4s - loss: 1.8522e-05 - acc: 1.000 - ETA: 4s - loss: 1.7020e-05 - acc: 1.000 - ETA: 4s - loss: 1.5744e-05 - acc: 1.000 - ETA: 4s - loss: 1.4648e-05 - acc: 1.000 - ETA: 4s - loss: 1.3695e-05 - acc: 1.000 - ETA: 3s - loss: 1.2860e-05 - acc: 1.000 - ETA: 3s - loss: 1.2121e-05 - acc: 1.000 - ETA: 3s - loss: 1.1464e-05 - acc: 1.000 - ETA: 3s - loss: 1.0874e-05 - acc: 1.000 - ETA: 3s - loss: 1.0343e-05 - acc: 1.000 - ETA: 3s - loss: 9.8621e-06 - acc: 1.000 - ETA: 3s - loss: 9.4243e-06 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9995 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00448: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5568 - val_acc: 0.8263 Epoch 450/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2875e-07 - acc: 1.000 - ETA: 4s - loss: 1.4736e-07 - acc: 1.000 - ETA: 4s - loss: 1.3870e-07 - acc: 1.000 - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.3127e-07 - acc: 1.000 - ETA: 4s - loss: 1.2934e-07 - acc: 1.000 - ETA: 4s - loss: 1.2836e-07 - acc: 1.000 - ETA: 4s - loss: 1.2725e-07 - acc: 1.000 - ETA: 4s - loss: 1.2638e-07 - acc: 1.000 - ETA: 4s - loss: 1.2641e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 4s - loss: 1.2523e-07 - acc: 1.000 - ETA: 4s - loss: 1.2478e-07 - acc: 1.000 - ETA: 4s - loss: 1.2439e-07 - acc: 1.000 - ETA: 3s - loss: 1.2424e-07 - acc: 1.000 - ETA: 3s - loss: 1.2453e-07 - acc: 1.000 - ETA: 3s - loss: 1.2465e-07 - acc: 1.000 - ETA: 3s - loss: 1.2435e-07 - acc: 1.000 - ETA: 3s - loss: 4.6161e-04 - acc: 0.999 - ETA: 3s - loss: 4.3882e-04 - acc: 0.999 - ETA: 3s - loss: 4.1818e-04 - acc: 0.999 - ETA: 3s - loss: 3.9945e-04 - acc: 0.999 - ETA: 3s - loss: 3.8227e-04 - acc: 0.999 - ETA: 3s - loss: 3.6651e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9990 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7905e-04 - acc: 0.999 - ETA: 2s - loss: 9.5205e-04 - acc: 0.999 - ETA: 2s - loss: 9.2649e-04 - acc: 0.999 - ETA: 2s - loss: 9.0544e-04 - acc: 0.999 - ETA: 2s - loss: 8.8237e-04 - acc: 0.999 - ETA: 2s - loss: 8.6046e-04 - acc: 0.999 - ETA: 2s - loss: 8.4162e-04 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.9991 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9986Epoch 00449: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5575 - val_acc: 0.8263 Epoch 451/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.1333e-06 - acc: 1.000 - ETA: 5s - loss: 3.4604e-06 - acc: 1.000 - ETA: 4s - loss: 2.8208e-06 - acc: 1.000 - ETA: 4s - loss: 2.2213e-06 - acc: 1.000 - ETA: 4s - loss: 1.8394e-06 - acc: 1.000 - ETA: 4s - loss: 1.5747e-06 - acc: 1.000 - ETA: 4s - loss: 1.3807e-06 - acc: 1.000 - ETA: 4s - loss: 1.2323e-06 - acc: 1.000 - ETA: 4s - loss: 1.1153e-06 - acc: 1.000 - ETA: 4s - loss: 1.0204e-06 - acc: 1.000 - ETA: 4s - loss: 9.4203e-07 - acc: 1.000 - ETA: 4s - loss: 8.7632e-07 - acc: 1.000 - ETA: 3s - loss: 8.2024e-07 - acc: 1.000 - ETA: 3s - loss: 7.7189e-07 - acc: 1.000 - ETA: 3s - loss: 7.2988e-07 - acc: 1.000 - ETA: 3s - loss: 6.9847e-07 - acc: 1.000 - ETA: 3s - loss: 6.6571e-07 - acc: 1.000 - ETA: 3s - loss: 6.3653e-07 - acc: 1.000 - ETA: 3s - loss: 6.1046e-07 - acc: 1.000 - ETA: 3s - loss: 5.8664e-07 - acc: 1.000 - ETA: 3s - loss: 5.6490e-07 - acc: 1.000 - ETA: 3s - loss: 5.4509e-07 - acc: 1.000 - ETA: 3s - loss: 5.2754e-07 - acc: 1.000 - ETA: 3s - loss: 5.1087e-07 - acc: 1.000 - ETA: 3s - loss: 4.9622e-07 - acc: 1.000 - ETA: 3s - loss: 7.1320e-05 - acc: 1.000 - ETA: 3s - loss: 7.2775e-05 - acc: 1.000 - ETA: 3s - loss: 7.0226e-05 - acc: 1.000 - ETA: 3s - loss: 6.7849e-05 - acc: 1.000 - ETA: 3s - loss: 7.5581e-05 - acc: 1.000 - ETA: 2s - loss: 7.3197e-05 - acc: 1.000 - ETA: 2s - loss: 7.0948e-05 - acc: 1.000 - ETA: 2s - loss: 6.8834e-05 - acc: 1.000 - ETA: 2s - loss: 6.6842e-05 - acc: 1.000 - ETA: 2s - loss: 6.4963e-05 - acc: 1.000 - ETA: 2s - loss: 2.4064e-04 - acc: 1.000 - ETA: 2s - loss: 2.3422e-04 - acc: 1.000 - ETA: 2s - loss: 2.2814e-04 - acc: 1.000 - ETA: 2s - loss: 0.0061 - acc: 0.9994 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.9991Epoch 00450: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9990 - val_loss: 1.5655 - val_acc: 0.8263 Epoch 452/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2151e-07 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00451: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5628 - val_acc: 0.8263 Epoch 453/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0475 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00452: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5669 - val_acc: 0.8263 Epoch 454/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0493 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00453: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9990 - val_loss: 1.5655 - val_acc: 0.8251 Epoch 455/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2907e-07 - acc: 1.000 - ETA: 4s - loss: 1.2745e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.9989Epoch 00454: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5586 - val_acc: 0.8263 Epoch 456/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9981 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7426e-04 - acc: 0.999 - ETA: 3s - loss: 9.1338e-04 - acc: 0.999 - ETA: 3s - loss: 8.5966e-04 - acc: 0.999 - ETA: 3s - loss: 8.1191e-04 - acc: 0.999 - ETA: 3s - loss: 7.6918e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00455: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5612 - val_acc: 0.8263 Epoch 457/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2081e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2701e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 4s - loss: 1.2486e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00456: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5684 - val_acc: 0.8240 Epoch 458/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2583e-07 - acc: 1.000 - ETA: 4s - loss: 1.2425e-07 - acc: 1.000 - ETA: 4s - loss: 1.4340e-07 - acc: 1.000 - ETA: 4s - loss: 1.3522e-06 - acc: 1.000 - ETA: 4s - loss: 7.4391e-04 - acc: 1.000 - ETA: 4s - loss: 6.4132e-04 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9985 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00457: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5640 - val_acc: 0.8263 Epoch 459/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 9.0608e-04 - acc: 1.000 - ETA: 3s - loss: 5.0345e-04 - acc: 1.000 - ETA: 3s - loss: 3.4858e-04 - acc: 1.000 - ETA: 3s - loss: 2.6660e-04 - acc: 1.000 - ETA: 3s - loss: 2.1584e-04 - acc: 1.000 - ETA: 3s - loss: 1.8133e-04 - acc: 1.000 - ETA: 3s - loss: 1.5633e-04 - acc: 1.000 - ETA: 3s - loss: 1.3740e-04 - acc: 1.000 - ETA: 3s - loss: 1.2256e-04 - acc: 1.000 - ETA: 3s - loss: 1.1061e-04 - acc: 1.000 - ETA: 3s - loss: 1.0079e-04 - acc: 1.000 - ETA: 3s - loss: 9.2573e-05 - acc: 1.000 - ETA: 3s - loss: 8.5595e-05 - acc: 1.000 - ETA: 3s - loss: 8.1341e-05 - acc: 1.000 - ETA: 3s - loss: 7.6024e-05 - acc: 1.000 - ETA: 3s - loss: 7.1353e-05 - acc: 1.000 - ETA: 3s - loss: 6.7224e-05 - acc: 1.000 - ETA: 3s - loss: 6.3547e-05 - acc: 1.000 - ETA: 3s - loss: 6.0252e-05 - acc: 1.000 - ETA: 3s - loss: 5.7283e-05 - acc: 1.000 - ETA: 3s - loss: 5.4593e-05 - acc: 1.000 - ETA: 3s - loss: 5.2147e-05 - acc: 1.000 - ETA: 3s - loss: 4.9910e-05 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9995 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00458: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5612 - val_acc: 0.8251 Epoch 460/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2717e-04 - acc: 1.000 - ETA: 4s - loss: 7.0703e-05 - acc: 1.000 - ETA: 4s - loss: 4.8985e-05 - acc: 1.000 - ETA: 4s - loss: 3.7487e-05 - acc: 1.000 - ETA: 4s - loss: 3.0370e-05 - acc: 1.000 - ETA: 4s - loss: 2.5530e-05 - acc: 1.000 - ETA: 4s - loss: 2.2026e-05 - acc: 1.000 - ETA: 4s - loss: 1.9374e-05 - acc: 1.000 - ETA: 4s - loss: 1.7292e-05 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9988 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00459: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5595 - val_acc: 0.8251 Epoch 461/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.0163e-06 - acc: 1.000 - ETA: 4s - loss: 3.4347e-07 - acc: 1.000 - ETA: 4s - loss: 2.3134e-07 - acc: 1.000 - ETA: 4s - loss: 1.9595e-07 - acc: 1.000 - ETA: 5s - loss: 1.8060e-07 - acc: 1.000 - ETA: 5s - loss: 1.7037e-07 - acc: 1.000 - ETA: 5s - loss: 1.6306e-07 - acc: 1.000 - ETA: 5s - loss: 1.5605e-07 - acc: 1.000 - ETA: 4s - loss: 1.5158e-07 - acc: 1.000 - ETA: 4s - loss: 1.4766e-07 - acc: 1.000 - ETA: 4s - loss: 1.4474e-07 - acc: 1.000 - ETA: 4s - loss: 2.3631e-07 - acc: 1.000 - ETA: 4s - loss: 1.1530e-06 - acc: 1.000 - ETA: 4s - loss: 1.0723e-06 - acc: 1.000 - ETA: 4s - loss: 1.0005e-06 - acc: 1.000 - ETA: 4s - loss: 9.3870e-07 - acc: 1.000 - ETA: 4s - loss: 8.8833e-07 - acc: 1.000 - ETA: 4s - loss: 8.4100e-07 - acc: 1.000 - ETA: 4s - loss: 8.0916e-07 - acc: 1.000 - ETA: 4s - loss: 7.8106e-07 - acc: 1.000 - ETA: 4s - loss: 7.4576e-07 - acc: 1.000 - ETA: 4s - loss: 7.1411e-07 - acc: 1.000 - ETA: 4s - loss: 6.8544e-07 - acc: 1.000 - ETA: 3s - loss: 3.3449e-04 - acc: 1.000 - ETA: 3s - loss: 3.1979e-04 - acc: 1.000 - ETA: 3s - loss: 3.0633e-04 - acc: 1.000 - ETA: 3s - loss: 2.9396e-04 - acc: 1.000 - ETA: 3s - loss: 2.8255e-04 - acc: 1.000 - ETA: 3s - loss: 2.7199e-04 - acc: 1.000 - ETA: 3s - loss: 4.1596e-04 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9996 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00460: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5608 - val_acc: 0.8263 Epoch 462/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5319e-04 - acc: 1.000 - ETA: 4s - loss: 8.5016e-04 - acc: 1.000 - ETA: 4s - loss: 7.6723e-04 - acc: 1.000 - ETA: 4s - loss: 6.9904e-04 - acc: 1.000 - ETA: 3s - loss: 6.4199e-04 - acc: 1.000 - ETA: 3s - loss: 5.9354e-04 - acc: 1.000 - ETA: 3s - loss: 5.5190e-04 - acc: 1.000 - ETA: 3s - loss: 5.1572e-04 - acc: 1.000 - ETA: 3s - loss: 4.8399e-04 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9993 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00461: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5605 - val_acc: 0.8275 Epoch 463/2000 6560/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.2364e-07 - acc: 1.000 - ETA: 4s - loss: 1.2321e-07 - acc: 1.000 - ETA: 4s - loss: 1.2312e-07 - acc: 1.000 - ETA: 4s - loss: 1.2359e-07 - acc: 1.000 - ETA: 4s - loss: 1.2382e-07 - acc: 1.000 - ETA: 3s - loss: 1.2350e-07 - acc: 1.000 - ETA: 3s - loss: 1.2366e-07 - acc: 1.000 - ETA: 3s - loss: 1.2338e-07 - acc: 1.000 - ETA: 3s - loss: 1.2314e-07 - acc: 1.000 - ETA: 3s - loss: 1.3240e-07 - acc: 1.000 - ETA: 3s - loss: 1.3206e-07 - acc: 1.000 - ETA: 3s - loss: 1.3304e-07 - acc: 1.000 - ETA: 3s - loss: 1.3239e-07 - acc: 1.000 - ETA: 3s - loss: 4.9093e-06 - acc: 1.000 - ETA: 3s - loss: 4.7033e-06 - acc: 1.000 - ETA: 3s - loss: 4.5143e-06 - acc: 1.000 - ETA: 3s - loss: 4.3403e-06 - acc: 1.000 - ETA: 3s - loss: 4.1800e-06 - acc: 1.000 - ETA: 3s - loss: 4.0310e-06 - acc: 1.000 - ETA: 3s - loss: 2.1288e-04 - acc: 1.000 - ETA: 3s - loss: 2.0561e-04 - acc: 1.000 - ETA: 3s - loss: 1.9882e-04 - acc: 1.000 - ETA: 3s - loss: 1.9246e-04 - acc: 1.000 - ETA: 3s - loss: 1.8649e-04 - acc: 1.000 - ETA: 2s - loss: 1.8089e-04 - acc: 1.000 - ETA: 2s - loss: 0.0014 - acc: 0.9996 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00462: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5610 - val_acc: 0.8251 Epoch 464/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0276 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.995 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0393 - acc: 0.995 - ETA: 4s - loss: 0.0360 - acc: 0.995 - ETA: 4s - loss: 0.0333 - acc: 0.996 - ETA: 4s - loss: 0.0453 - acc: 0.995 - ETA: 3s - loss: 0.0423 - acc: 0.995 - ETA: 3s - loss: 0.0396 - acc: 0.996 - ETA: 3s - loss: 0.0399 - acc: 0.995 - ETA: 3s - loss: 0.0376 - acc: 0.995 - ETA: 3s - loss: 0.0357 - acc: 0.996 - ETA: 3s - loss: 0.0339 - acc: 0.996 - ETA: 3s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0308 - acc: 0.996 - ETA: 3s - loss: 0.0295 - acc: 0.996 - ETA: 3s - loss: 0.0282 - acc: 0.996 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00463: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5602 - val_acc: 0.8263 Epoch 465/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2056e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2004e-07 - acc: 1.000 - ETA: 5s - loss: 1.1992e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 5s - loss: 1.2113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2082e-07 - acc: 1.000 - ETA: 4s - loss: 2.2278e-06 - acc: 1.000 - ETA: 4s - loss: 2.0403e-06 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9990 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6919e-04 - acc: 0.999 - ETA: 3s - loss: 9.2751e-04 - acc: 0.999 - ETA: 3s - loss: 8.9853e-04 - acc: 0.999 - ETA: 3s - loss: 8.7131e-04 - acc: 0.999 - ETA: 3s - loss: 8.3747e-04 - acc: 0.999 - ETA: 3s - loss: 8.0617e-04 - acc: 0.999 - ETA: 3s - loss: 7.7712e-04 - acc: 0.999 - ETA: 3s - loss: 7.5010e-04 - acc: 0.999 - ETA: 3s - loss: 7.2489e-04 - acc: 0.999 - ETA: 3s - loss: 7.0132e-04 - acc: 0.999 - ETA: 3s - loss: 6.7923e-04 - acc: 0.999 - ETA: 3s - loss: 6.5850e-04 - acc: 0.999 - ETA: 3s - loss: 6.3899e-04 - acc: 0.999 - ETA: 3s - loss: 6.2061e-04 - acc: 0.999 - ETA: 3s - loss: 6.0325e-04 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.9993 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00464: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5554 - val_acc: 0.8275 Epoch 466/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 3s - loss: 1.2385e-07 - acc: 1.000 - ETA: 3s - loss: 1.2677e-07 - acc: 1.000 - ETA: 4s - loss: 1.2570e-07 - acc: 1.000 - ETA: 4s - loss: 1.2560e-07 - acc: 1.000 - ETA: 4s - loss: 1.2457e-07 - acc: 1.000 - ETA: 4s - loss: 1.2383e-07 - acc: 1.000 - ETA: 4s - loss: 1.2336e-07 - acc: 1.000 - ETA: 3s - loss: 1.2291e-07 - acc: 1.000 - ETA: 3s - loss: 1.2255e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 3s - loss: 1.2255e-07 - acc: 1.000 - ETA: 3s - loss: 1.2241e-07 - acc: 1.000 - ETA: 3s - loss: 1.2240e-07 - acc: 1.000 - ETA: 3s - loss: 1.2224e-07 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00465: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5555 - val_acc: 0.8275 Epoch 467/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2288e-05 - acc: 1.000 - ETA: 4s - loss: 6.8795e-06 - acc: 1.000 - ETA: 4s - loss: 2.6524e-05 - acc: 1.000 - ETA: 4s - loss: 2.0312e-05 - acc: 1.000 - ETA: 4s - loss: 1.6466e-05 - acc: 1.000 - ETA: 4s - loss: 1.3855e-05 - acc: 1.000 - ETA: 4s - loss: 1.1961e-05 - acc: 1.000 - ETA: 4s - loss: 1.0526e-05 - acc: 1.000 - ETA: 4s - loss: 9.4013e-06 - acc: 1.000 - ETA: 4s - loss: 8.4957e-06 - acc: 1.000 - ETA: 4s - loss: 7.7527e-06 - acc: 1.000 - ETA: 4s - loss: 7.1307e-06 - acc: 1.000 - ETA: 3s - loss: 6.3659e-06 - acc: 1.000 - ETA: 3s - loss: 5.9424e-06 - acc: 1.000 - ETA: 3s - loss: 5.5727e-06 - acc: 1.000 - ETA: 3s - loss: 5.2471e-06 - acc: 1.000 - ETA: 3s - loss: 4.9828e-06 - acc: 1.000 - ETA: 3s - loss: 6.7793e-04 - acc: 0.999 - ETA: 3s - loss: 6.5387e-04 - acc: 0.999 - ETA: 3s - loss: 6.2236e-04 - acc: 0.999 - ETA: 3s - loss: 5.9376e-04 - acc: 0.999 - ETA: 3s - loss: 5.6766e-04 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.9989 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00466: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5584 - val_acc: 0.8263 Epoch 468/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2338e-07 - acc: 1.000 - ETA: 4s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 1.2081e-07 - acc: 1.000 - ETA: 4s - loss: 7.4377e-05 - acc: 1.000 - ETA: 4s - loss: 6.0233e-05 - acc: 1.000 - ETA: 4s - loss: 5.0615e-05 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9983 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.5877e-04 - acc: 0.999 - ETA: 4s - loss: 8.8642e-04 - acc: 0.999 - ETA: 3s - loss: 8.2422e-04 - acc: 0.999 - ETA: 3s - loss: 7.7018e-04 - acc: 0.999 - ETA: 3s - loss: 7.2279e-04 - acc: 0.999 - ETA: 3s - loss: 6.8090e-04 - acc: 0.999 - ETA: 3s - loss: 6.4360e-04 - acc: 0.999 - ETA: 3s - loss: 6.1017e-04 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.9988 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00467: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5598 - val_acc: 0.8275 Epoch 469/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.0356e-05 - acc: 1.000 - ETA: 4s - loss: 1.6919e-05 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6088e-04 - acc: 1.000 - ETA: 4s - loss: 8.2837e-04 - acc: 1.000 - ETA: 4s - loss: 7.2797e-04 - acc: 1.000 - ETA: 4s - loss: 6.4929e-04 - acc: 1.000 - ETA: 4s - loss: 5.8595e-04 - acc: 1.000 - ETA: 3s - loss: 5.3388e-04 - acc: 1.000 - ETA: 3s - loss: 4.9031e-04 - acc: 1.000 - ETA: 3s - loss: 0.0157 - acc: 0.9991 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 00468: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5563 - val_acc: 0.8263 Epoch 470/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2186e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9962 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00469: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5599 - val_acc: 0.8251 Epoch 471/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2265e-07 - acc: 1.000 - ETA: 4s - loss: 1.2184e-07 - acc: 1.000 - ETA: 4s - loss: 1.2191e-07 - acc: 1.000 - ETA: 4s - loss: 1.2147e-07 - acc: 1.000 - ETA: 4s - loss: 1.2116e-07 - acc: 1.000 - ETA: 3s - loss: 3.1915e-04 - acc: 1.000 - ETA: 3s - loss: 2.8466e-04 - acc: 1.000 - ETA: 3s - loss: 2.5765e-04 - acc: 1.000 - ETA: 3s - loss: 2.3476e-04 - acc: 1.000 - ETA: 3s - loss: 2.1560e-04 - acc: 1.000 - ETA: 3s - loss: 1.9934e-04 - acc: 1.000 - ETA: 3s - loss: 1.8689e-04 - acc: 1.000 - ETA: 3s - loss: 1.7464e-04 - acc: 1.000 - ETA: 3s - loss: 1.6390e-04 - acc: 1.000 - ETA: 3s - loss: 1.5441e-04 - acc: 1.000 - ETA: 3s - loss: 1.4596e-04 - acc: 1.000 - ETA: 3s - loss: 1.3838e-04 - acc: 1.000 - ETA: 3s - loss: 1.3155e-04 - acc: 1.000 - ETA: 3s - loss: 1.2537e-04 - acc: 1.000 - ETA: 3s - loss: 1.1974e-04 - acc: 1.000 - ETA: 3s - loss: 1.1460e-04 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9995 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00470: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5606 - val_acc: 0.8251 Epoch 472/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2994e-07 - acc: 1.000 - ETA: 4s - loss: 1.2649e-07 - acc: 1.000 - ETA: 4s - loss: 1.2471e-07 - acc: 1.000 - ETA: 4s - loss: 1.2955e-07 - acc: 1.000 - ETA: 4s - loss: 1.2787e-07 - acc: 1.000 - ETA: 4s - loss: 1.2660e-07 - acc: 1.000 - ETA: 4s - loss: 1.2558e-07 - acc: 1.000 - ETA: 4s - loss: 1.2661e-07 - acc: 1.000 - ETA: 4s - loss: 1.2581e-07 - acc: 1.000 - ETA: 4s - loss: 1.3098e-07 - acc: 1.000 - ETA: 4s - loss: 1.3080e-07 - acc: 1.000 - ETA: 3s - loss: 1.2985e-07 - acc: 1.000 - ETA: 3s - loss: 1.2995e-07 - acc: 1.000 - ETA: 3s - loss: 1.3129e-07 - acc: 1.000 - ETA: 3s - loss: 1.3050e-07 - acc: 1.000 - ETA: 3s - loss: 1.2980e-07 - acc: 1.000 - ETA: 3s - loss: 1.2932e-07 - acc: 1.000 - ETA: 3s - loss: 1.2876e-07 - acc: 1.000 - ETA: 3s - loss: 1.2827e-07 - acc: 1.000 - ETA: 3s - loss: 1.2782e-07 - acc: 1.000 - ETA: 3s - loss: 1.2864e-07 - acc: 1.000 - ETA: 3s - loss: 1.2845e-07 - acc: 1.000 - ETA: 3s - loss: 1.2805e-07 - acc: 1.000 - ETA: 3s - loss: 1.3577e-06 - acc: 1.000 - ETA: 3s - loss: 1.3086e-06 - acc: 1.000 - ETA: 3s - loss: 1.2633e-06 - acc: 1.000 - ETA: 3s - loss: 1.2213e-06 - acc: 1.000 - ETA: 3s - loss: 1.1845e-05 - acc: 1.000 - ETA: 2s - loss: 1.1445e-05 - acc: 1.000 - ETA: 2s - loss: 1.1070e-05 - acc: 1.000 - ETA: 2s - loss: 1.0720e-05 - acc: 1.000 - ETA: 2s - loss: 1.0391e-05 - acc: 1.000 - ETA: 2s - loss: 1.0082e-05 - acc: 1.000 - ETA: 2s - loss: 9.7918e-06 - acc: 1.000 - ETA: 2s - loss: 9.5174e-06 - acc: 1.000 - ETA: 2s - loss: 9.2581e-06 - acc: 1.000 - ETA: 2s - loss: 9.0128e-06 - acc: 1.000 - ETA: 2s - loss: 8.7804e-06 - acc: 1.000 - ETA: 2s - loss: 9.5247e-06 - acc: 1.000 - ETA: 2s - loss: 9.2910e-06 - acc: 1.000 - ETA: 2s - loss: 9.0698e-06 - acc: 1.000 - ETA: 2s - loss: 8.9121e-06 - acc: 1.000 - ETA: 2s - loss: 8.7108e-06 - acc: 1.000 - ETA: 2s - loss: 8.5168e-06 - acc: 1.000 - ETA: 2s - loss: 8.3324e-06 - acc: 1.000 - ETA: 2s - loss: 2.5967e-04 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.9995 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00471: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5583 - val_acc: 0.8251 Epoch 473/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.8891e-07 - acc: 1.000 - ETA: 4s - loss: 3.9936e-07 - acc: 1.000 - ETA: 4s - loss: 3.1866e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.6593e-04 - acc: 1.000 - ETA: 4s - loss: 7.6099e-04 - acc: 1.000 - ETA: 4s - loss: 6.7873e-04 - acc: 1.000 - ETA: 4s - loss: 6.1253e-04 - acc: 1.000 - ETA: 3s - loss: 5.5809e-04 - acc: 1.000 - ETA: 3s - loss: 5.1254e-04 - acc: 1.000 - ETA: 3s - loss: 4.7387e-04 - acc: 1.000 - ETA: 3s - loss: 4.4062e-04 - acc: 1.000 - ETA: 3s - loss: 0.0031 - acc: 0.9992 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00472: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5598 - val_acc: 0.8263 Epoch 474/2000 6660/6680 [============================>.] - ETA: 4s - loss: 5.8915e-05 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00473: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5653 - val_acc: 0.8251 Epoch 475/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2201e-07 - acc: 1.000 - ETA: 4s - loss: 1.2148e-07 - acc: 1.000 - ETA: 4s - loss: 1.2112e-07 - acc: 1.000 - ETA: 4s - loss: 1.2085e-07 - acc: 1.000 - ETA: 4s - loss: 1.2065e-07 - acc: 1.000 - ETA: 4s - loss: 1.4810e-05 - acc: 1.000 - ETA: 4s - loss: 1.0037e-04 - acc: 1.000 - ETA: 4s - loss: 9.1461e-05 - acc: 1.000 - ETA: 3s - loss: 8.4005e-05 - acc: 1.000 - ETA: 3s - loss: 7.7674e-05 - acc: 1.000 - ETA: 3s - loss: 7.2232e-05 - acc: 1.000 - ETA: 3s - loss: 6.7504e-05 - acc: 1.000 - ETA: 3s - loss: 6.3357e-05 - acc: 1.000 - ETA: 3s - loss: 5.9691e-05 - acc: 1.000 - ETA: 3s - loss: 5.6427e-05 - acc: 1.000 - ETA: 3s - loss: 5.3502e-05 - acc: 1.000 - ETA: 3s - loss: 5.0866e-05 - acc: 1.000 - ETA: 3s - loss: 5.0281e-05 - acc: 1.000 - ETA: 3s - loss: 4.8027e-05 - acc: 1.000 - ETA: 3s - loss: 5.4061e-05 - acc: 1.000 - ETA: 3s - loss: 5.1837e-05 - acc: 1.000 - ETA: 3s - loss: 4.9789e-05 - acc: 1.000 - ETA: 3s - loss: 7.6232e-04 - acc: 0.999 - ETA: 3s - loss: 7.3435e-04 - acc: 0.999 - ETA: 3s - loss: 7.0836e-04 - acc: 0.999 - ETA: 3s - loss: 6.8414e-04 - acc: 0.999 - ETA: 2s - loss: 6.6153e-04 - acc: 0.999 - ETA: 2s - loss: 6.4036e-04 - acc: 0.999 - ETA: 2s - loss: 6.2051e-04 - acc: 0.999 - ETA: 2s - loss: 6.0185e-04 - acc: 0.999 - ETA: 2s - loss: 5.8429e-04 - acc: 0.999 - ETA: 2s - loss: 5.6771e-04 - acc: 0.999 - ETA: 2s - loss: 5.5206e-04 - acc: 0.999 - ETA: 2s - loss: 5.3724e-04 - acc: 0.999 - ETA: 2s - loss: 5.2320e-04 - acc: 0.999 - ETA: 2s - loss: 5.0987e-04 - acc: 0.999 - ETA: 2s - loss: 4.9721e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9994 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00474: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5616 - val_acc: 0.8251 Epoch 476/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 00475: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5687 - val_acc: 0.8251 Epoch 477/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 3.9320e-06 - acc: 1.000 - ETA: 3s - loss: 3.5622e-06 - acc: 1.000 - ETA: 3s - loss: 3.2562e-06 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7135e-04 - acc: 0.999 - ETA: 3s - loss: 9.1158e-04 - acc: 0.999 - ETA: 3s - loss: 8.5874e-04 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.9979 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00476: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5599 - val_acc: 0.8275 Epoch 478/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5557e-07 - acc: 1.000 - ETA: 4s - loss: 1.3941e-07 - acc: 1.000 - ETA: 4s - loss: 1.3319e-07 - acc: 1.000 - ETA: 4s - loss: 1.2990e-07 - acc: 1.000 - ETA: 4s - loss: 1.2801e-07 - acc: 1.000 - ETA: 4s - loss: 1.2660e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9983 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00477: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8263 Epoch 479/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.996 - ETA: 4s - loss: 0.0224 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.996 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00478: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5587 - val_acc: 0.8263 Epoch 480/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 0.0157 - acc: 0.9962 - ETA: 5s - loss: 0.0127 - acc: 0.996 - ETA: 5s - loss: 0.0102 - acc: 0.997 - ETA: 5s - loss: 0.0089 - acc: 0.997 - ETA: 5s - loss: 0.0078 - acc: 0.998 - ETA: 5s - loss: 0.0070 - acc: 0.998 - ETA: 5s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00479: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5532 - val_acc: 0.8287 Epoch 481/2000 6660/6680 [============================>.] - ETA: 7s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.5080e-07 - acc: 1.000 - ETA: 5s - loss: 1.5772e-07 - acc: 1.000 - ETA: 5s - loss: 1.5702e-07 - acc: 1.000 - ETA: 5s - loss: 1.5105e-07 - acc: 1.000 - ETA: 5s - loss: 1.4798e-07 - acc: 1.000 - ETA: 5s - loss: 1.4813e-07 - acc: 1.000 - ETA: 5s - loss: 1.4459e-07 - acc: 1.000 - ETA: 4s - loss: 1.4169e-07 - acc: 1.000 - ETA: 4s - loss: 1.4259e-07 - acc: 1.000 - ETA: 4s - loss: 1.5151e-07 - acc: 1.000 - ETA: 4s - loss: 1.4888e-07 - acc: 1.000 - ETA: 4s - loss: 1.4656e-07 - acc: 1.000 - ETA: 4s - loss: 1.4457e-07 - acc: 1.000 - ETA: 4s - loss: 2.7846e-06 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.9986Epoch 00480: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0099 - acc: 0.9987 - val_loss: 1.5559 - val_acc: 0.8275 Epoch 482/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0790 - acc: 0.992 - ETA: 5s - loss: 0.0663 - acc: 0.994 - ETA: 5s - loss: 0.0572 - acc: 0.994 - ETA: 5s - loss: 0.0518 - acc: 0.995 - ETA: 4s - loss: 0.0461 - acc: 0.995 - ETA: 4s - loss: 0.0425 - acc: 0.996 - ETA: 4s - loss: 0.0395 - acc: 0.996 - ETA: 4s - loss: 0.0368 - acc: 0.996 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00481: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5601 - val_acc: 0.8263 Epoch 483/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.9073e-07 - acc: 1.000 - ETA: 4s - loss: 1.3351e-07 - acc: 1.000 - ETA: 4s - loss: 1.2716e-07 - acc: 1.000 - ETA: 4s - loss: 3.6895e-05 - acc: 1.000 - ETA: 4s - loss: 2.8245e-05 - acc: 1.000 - ETA: 4s - loss: 2.4026e-05 - acc: 1.000 - ETA: 4s - loss: 2.0908e-05 - acc: 1.000 - ETA: 4s - loss: 1.7828e-05 - acc: 1.000 - ETA: 4s - loss: 1.6057e-05 - acc: 1.000 - ETA: 4s - loss: 1.4182e-05 - acc: 1.000 - ETA: 4s - loss: 1.2702e-05 - acc: 1.000 - ETA: 4s - loss: 1.1504e-05 - acc: 1.000 - ETA: 4s - loss: 1.0514e-05 - acc: 1.000 - ETA: 4s - loss: 9.8774e-06 - acc: 1.000 - ETA: 4s - loss: 9.1409e-06 - acc: 1.000 - ETA: 4s - loss: 8.6576e-06 - acc: 1.000 - ETA: 4s - loss: 8.0884e-06 - acc: 1.000 - ETA: 4s - loss: 7.5903e-06 - acc: 1.000 - ETA: 4s - loss: 7.1517e-06 - acc: 1.000 - ETA: 4s - loss: 6.7622e-06 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9993 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00482: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5669 - val_acc: 0.8251 Epoch 484/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0029 - acc: 1.0000 - ETA: 5s - loss: 0.0040 - acc: 1.000 - ETA: 5s - loss: 0.0029 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6223e-04 - acc: 1.000 - ETA: 4s - loss: 9.0333e-04 - acc: 1.000 - ETA: 4s - loss: 8.3516e-04 - acc: 1.000 - ETA: 4s - loss: 7.9043e-04 - acc: 1.000 - ETA: 4s - loss: 7.3774e-04 - acc: 1.000 - ETA: 4s - loss: 6.9164e-04 - acc: 1.000 - ETA: 4s - loss: 6.5096e-04 - acc: 1.000 - ETA: 4s - loss: 6.1480e-04 - acc: 1.000 - ETA: 4s - loss: 5.8245e-04 - acc: 1.000 - ETA: 4s - loss: 5.5334e-04 - acc: 1.000 - ETA: 4s - loss: 5.2699e-04 - acc: 1.000 - ETA: 4s - loss: 0.0097 - acc: 0.9994 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00483: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5615 - val_acc: 0.8251 Epoch 485/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.9900 - ETA: 4s - loss: 0.0319 - acc: 0.988 - ETA: 4s - loss: 0.0221 - acc: 0.992 - ETA: 4s - loss: 0.0169 - acc: 0.994 - ETA: 4s - loss: 0.0137 - acc: 0.995 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0099 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00484: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5590 - val_acc: 0.8263 Epoch 486/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9962 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4581e-04 - acc: 0.998 - ETA: 4s - loss: 8.8791e-04 - acc: 0.999 - ETA: 4s - loss: 8.3669e-04 - acc: 0.999 - ETA: 4s - loss: 7.9106e-04 - acc: 0.999 - ETA: 4s - loss: 7.3744e-04 - acc: 0.999 - ETA: 4s - loss: 6.9062e-04 - acc: 0.999 - ETA: 4s - loss: 6.4940e-04 - acc: 0.999 - ETA: 4s - loss: 6.1282e-04 - acc: 0.999 - ETA: 4s - loss: 5.8014e-04 - acc: 0.999 - ETA: 4s - loss: 5.5078e-04 - acc: 0.999 - ETA: 4s - loss: 5.2424e-04 - acc: 0.999 - ETA: 3s - loss: 5.0022e-04 - acc: 0.999 - ETA: 3s - loss: 4.7824e-04 - acc: 0.999 - ETA: 3s - loss: 4.5811e-04 - acc: 0.999 - ETA: 3s - loss: 4.3960e-04 - acc: 0.999 - ETA: 3s - loss: 4.2254e-04 - acc: 0.999 - ETA: 3s - loss: 4.0675e-04 - acc: 0.999 - ETA: 3s - loss: 3.9209e-04 - acc: 0.999 - ETA: 3s - loss: 3.7846e-04 - acc: 0.999 - ETA: 3s - loss: 3.6574e-04 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.9992 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00485: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5608 - val_acc: 0.8251 Epoch 487/2000 6640/6680 [============================>.] - ETA: 5s - loss: 0.0486 - acc: 0.950 - ETA: 5s - loss: 0.0097 - acc: 0.990 - ETA: 5s - loss: 0.0054 - acc: 0.994 - ETA: 5s - loss: 0.0041 - acc: 0.995 - ETA: 5s - loss: 0.0030 - acc: 0.996 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 5s - loss: 0.0022 - acc: 0.997 - ETA: 5s - loss: 0.0019 - acc: 0.998 - ETA: 5s - loss: 0.0026 - acc: 0.998 - ETA: 5s - loss: 0.0024 - acc: 0.998 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 5s - loss: 0.0095 - acc: 0.997 - ETA: 5s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00486: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5545 - val_acc: 0.8263 Epoch 488/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00487: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5676 - val_acc: 0.8263 Epoch 489/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 4s - loss: 1.2285e-07 - acc: 1.000 - ETA: 4s - loss: 1.2173e-07 - acc: 1.000 - ETA: 4s - loss: 1.3236e-07 - acc: 1.000 - ETA: 4s - loss: 1.2985e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00488: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5683 - val_acc: 0.8263 Epoch 490/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 1.2796e-07 - acc: 1.000 - ETA: 4s - loss: 1.4499e-07 - acc: 1.000 - ETA: 4s - loss: 0.0089 - acc: 0.9979 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00489: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5586 - val_acc: 0.8263 Epoch 491/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 5s - loss: 5.4577e-07 - acc: 1.000 - ETA: 5s - loss: 4.0458e-07 - acc: 1.000 - ETA: 5s - loss: 3.3547e-07 - acc: 1.000 - ETA: 5s - loss: 2.9222e-07 - acc: 1.000 - ETA: 4s - loss: 2.6338e-07 - acc: 1.000 - ETA: 4s - loss: 2.4736e-07 - acc: 1.000 - ETA: 4s - loss: 2.3083e-07 - acc: 1.000 - ETA: 4s - loss: 7.8397e-04 - acc: 1.000 - ETA: 4s - loss: 7.0358e-04 - acc: 1.000 - ETA: 4s - loss: 6.3814e-04 - acc: 1.000 - ETA: 4s - loss: 5.8384e-04 - acc: 1.000 - ETA: 4s - loss: 5.4882e-04 - acc: 1.000 - ETA: 4s - loss: 5.0818e-04 - acc: 1.000 - ETA: 4s - loss: 4.8144e-04 - acc: 1.000 - ETA: 4s - loss: 4.5738e-04 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9992 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00490: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5569 - val_acc: 0.8251 Epoch 492/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.0436 - acc: 0.950 - ETA: 5s - loss: 0.0109 - acc: 0.987 - ETA: 5s - loss: 0.0055 - acc: 0.993 - ETA: 5s - loss: 0.0040 - acc: 0.995 - ETA: 5s - loss: 0.0029 - acc: 0.996 - ETA: 5s - loss: 0.0047 - acc: 0.994 - ETA: 5s - loss: 0.0052 - acc: 0.995 - ETA: 5s - loss: 0.0043 - acc: 0.996 - ETA: 5s - loss: 0.0039 - acc: 0.996 - ETA: 5s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0068 - acc: 0.995 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00491: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5631 - val_acc: 0.8263 Epoch 493/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2037e-07 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9987 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.9988Epoch 00492: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5597 - val_acc: 0.8251 Epoch 494/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0434 - acc: 0.997 - ETA: 5s - loss: 0.0359 - acc: 0.997 - ETA: 5s - loss: 0.0627 - acc: 0.996 - ETA: 5s - loss: 0.0840 - acc: 0.994 - ETA: 5s - loss: 0.0762 - acc: 0.995 - ETA: 4s - loss: 0.0677 - acc: 0.995 - ETA: 4s - loss: 0.0614 - acc: 0.996 - ETA: 4s - loss: 0.0604 - acc: 0.995 - ETA: 4s - loss: 0.0564 - acc: 0.995 - ETA: 4s - loss: 0.0519 - acc: 0.996 - ETA: 4s - loss: 0.0481 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.996 - ETA: 4s - loss: 0.0400 - acc: 0.996 - ETA: 4s - loss: 0.0383 - acc: 0.996 - ETA: 4s - loss: 0.0362 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0322 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00493: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5614 - val_acc: 0.8251 Epoch 495/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5535e-06 - acc: 1.000 - ETA: 5s - loss: 1.3394e-06 - acc: 1.000 - ETA: 5s - loss: 9.3264e-07 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 0.9967 - ETA: 5s - loss: 0.0023 - acc: 0.997 - ETA: 5s - loss: 0.0019 - acc: 0.997 - ETA: 5s - loss: 0.0017 - acc: 0.998 - ETA: 5s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4420e-04 - acc: 0.998 - ETA: 4s - loss: 8.8756e-04 - acc: 0.999 - ETA: 4s - loss: 8.2182e-04 - acc: 0.999 - ETA: 4s - loss: 7.7858e-04 - acc: 0.999 - ETA: 4s - loss: 7.2753e-04 - acc: 0.999 - ETA: 4s - loss: 6.9343e-04 - acc: 0.999 - ETA: 4s - loss: 6.5265e-04 - acc: 0.999 - ETA: 4s - loss: 6.2508e-04 - acc: 0.999 - ETA: 4s - loss: 5.9974e-04 - acc: 0.999 - ETA: 4s - loss: 5.7638e-04 - acc: 0.999 - ETA: 4s - loss: 5.4792e-04 - acc: 0.999 - ETA: 4s - loss: 5.2214e-04 - acc: 0.999 - ETA: 4s - loss: 5.0435e-04 - acc: 0.999 - ETA: 4s - loss: 4.8773e-04 - acc: 0.999 - ETA: 4s - loss: 4.7216e-04 - acc: 0.999 - ETA: 3s - loss: 4.5756e-04 - acc: 0.999 - ETA: 3s - loss: 4.3951e-04 - acc: 0.999 - ETA: 3s - loss: 4.2278e-04 - acc: 0.999 - ETA: 3s - loss: 4.0727e-04 - acc: 0.999 - ETA: 3s - loss: 3.9286e-04 - acc: 0.999 - ETA: 3s - loss: 3.7943e-04 - acc: 0.999 - ETA: 3s - loss: 3.6995e-04 - acc: 0.999 - ETA: 3s - loss: 3.5802e-04 - acc: 0.999 - ETA: 3s - loss: 3.4684e-04 - acc: 0.999 - ETA: 3s - loss: 3.3633e-04 - acc: 0.999 - ETA: 3s - loss: 3.2644e-04 - acc: 0.999 - ETA: 3s - loss: 3.5896e-04 - acc: 0.999 - ETA: 3s - loss: 3.5143e-04 - acc: 0.999 - ETA: 3s - loss: 3.4187e-04 - acc: 0.999 - ETA: 3s - loss: 6.1994e-04 - acc: 0.999 - ETA: 2s - loss: 6.0787e-04 - acc: 0.999 - ETA: 2s - loss: 5.9626e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9991 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00494: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5712 - val_acc: 0.8251 Epoch 496/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 1.2357e-07 - acc: 1.000 - ETA: 4s - loss: 1.2289e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 7.6929e-05 - acc: 1.000 - ETA: 4s - loss: 6.7620e-05 - acc: 1.000 - ETA: 4s - loss: 6.0323e-05 - acc: 1.000 - ETA: 4s - loss: 5.4450e-05 - acc: 1.000 - ETA: 4s - loss: 4.9620e-05 - acc: 1.000 - ETA: 4s - loss: 0.0165 - acc: 0.9990 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00495: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5656 - val_acc: 0.8263 Epoch 497/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 5s - loss: 0.0090 - acc: 0.9974 - ETA: 5s - loss: 0.0074 - acc: 0.997 - ETA: 5s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00496: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5682 - val_acc: 0.8251 Epoch 498/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2833e-07 - acc: 1.000 - ETA: 4s - loss: 1.2659e-07 - acc: 1.000 - ETA: 4s - loss: 1.2589e-07 - acc: 1.000 - ETA: 4s - loss: 1.2558e-07 - acc: 1.000 - ETA: 4s - loss: 1.2535e-07 - acc: 1.000 - ETA: 4s - loss: 1.2501e-07 - acc: 1.000 - ETA: 4s - loss: 1.2444e-07 - acc: 1.000 - ETA: 4s - loss: 1.2404e-07 - acc: 1.000 - ETA: 4s - loss: 1.2365e-07 - acc: 1.000 - ETA: 4s - loss: 1.2382e-07 - acc: 1.000 - ETA: 4s - loss: 1.2350e-07 - acc: 1.000 - ETA: 4s - loss: 1.2322e-07 - acc: 1.000 - ETA: 4s - loss: 1.2405e-07 - acc: 1.000 - ETA: 4s - loss: 1.2407e-07 - acc: 1.000 - ETA: 4s - loss: 1.2408e-07 - acc: 1.000 - ETA: 4s - loss: 1.5835e-05 - acc: 1.000 - ETA: 4s - loss: 1.5223e-05 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9994 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9989Epoch 00497: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5598 - val_acc: 0.8263 Epoch 499/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0023 - acc: 1.0000 - ETA: 5s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00498: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5681 - val_acc: 0.8251 Epoch 500/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9537e-04 - acc: 1.000 - ETA: 4s - loss: 7.9859e-04 - acc: 1.000 - ETA: 4s - loss: 7.2069e-04 - acc: 1.000 - ETA: 4s - loss: 6.5664e-04 - acc: 1.000 - ETA: 4s - loss: 6.0305e-04 - acc: 1.000 - ETA: 4s - loss: 5.6826e-04 - acc: 1.000 - ETA: 4s - loss: 5.3727e-04 - acc: 1.000 - ETA: 4s - loss: 5.0086e-04 - acc: 1.000 - ETA: 4s - loss: 6.2859e-04 - acc: 1.000 - ETA: 4s - loss: 5.9107e-04 - acc: 1.000 - ETA: 4s - loss: 5.5778e-04 - acc: 1.000 - ETA: 4s - loss: 5.2804e-04 - acc: 1.000 - ETA: 4s - loss: 5.0131e-04 - acc: 1.000 - ETA: 3s - loss: 4.7715e-04 - acc: 1.000 - ETA: 3s - loss: 4.5522e-04 - acc: 1.000 - ETA: 3s - loss: 4.3522e-04 - acc: 1.000 - ETA: 3s - loss: 4.1690e-04 - acc: 1.000 - ETA: 3s - loss: 4.0006e-04 - acc: 1.000 - ETA: 3s - loss: 3.8453e-04 - acc: 1.000 - ETA: 3s - loss: 3.7016e-04 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9991 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00499: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5652 - val_acc: 0.8251 Epoch 501/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2875e-07 - acc: 1.000 - ETA: 5s - loss: 2.7984e-06 - acc: 1.000 - ETA: 5s - loss: 1.9740e-06 - acc: 1.000 - ETA: 5s - loss: 1.0620e-05 - acc: 1.000 - ETA: 4s - loss: 8.6198e-06 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9980 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00500: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5638 - val_acc: 0.8251 Epoch 502/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 6.4322e-06 - acc: 1.000 - ETA: 5s - loss: 3.7266e-06 - acc: 1.000 - ETA: 5s - loss: 2.4148e-06 - acc: 1.000 - ETA: 5s - loss: 1.8070e-06 - acc: 1.000 - ETA: 5s - loss: 1.5524e-06 - acc: 1.000 - ETA: 5s - loss: 1.3032e-06 - acc: 1.000 - ETA: 5s - loss: 1.1668e-06 - acc: 1.000 - ETA: 5s - loss: 1.0584e-06 - acc: 1.000 - ETA: 5s - loss: 9.7036e-07 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 0.9986 - ETA: 5s - loss: 0.0016 - acc: 0.998 - ETA: 5s - loss: 0.0015 - acc: 0.998 - ETA: 5s - loss: 0.0014 - acc: 0.998 - ETA: 5s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0121 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00501: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5693 - val_acc: 0.8263 Epoch 503/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1946e-07 - acc: 1.000 - ETA: 5s - loss: 1.1941e-07 - acc: 1.000 - ETA: 5s - loss: 1.2037e-07 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 0.9976 - ETA: 5s - loss: 0.0022 - acc: 0.997 - ETA: 5s - loss: 0.0019 - acc: 0.998 - ETA: 5s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00502: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5690 - val_acc: 0.8251 Epoch 504/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.2500e-07 - acc: 1.000 - ETA: 5s - loss: 1.2463e-07 - acc: 1.000 - ETA: 5s - loss: 1.2445e-07 - acc: 1.000 - ETA: 5s - loss: 1.2389e-07 - acc: 1.000 - ETA: 5s - loss: 8.3666e-04 - acc: 1.000 - ETA: 4s - loss: 7.4371e-04 - acc: 1.000 - ETA: 4s - loss: 6.8651e-04 - acc: 1.000 - ETA: 4s - loss: 6.2266e-04 - acc: 1.000 - ETA: 4s - loss: 5.8206e-04 - acc: 1.000 - ETA: 4s - loss: 5.4643e-04 - acc: 1.000 - ETA: 4s - loss: 5.1491e-04 - acc: 1.000 - ETA: 4s - loss: 4.7814e-04 - acc: 1.000 - ETA: 4s - loss: 4.4628e-04 - acc: 1.000 - ETA: 4s - loss: 4.2503e-04 - acc: 1.000 - ETA: 4s - loss: 4.0581e-04 - acc: 1.000 - ETA: 4s - loss: 3.8817e-04 - acc: 1.000 - ETA: 4s - loss: 3.7200e-04 - acc: 1.000 - ETA: 4s - loss: 3.5713e-04 - acc: 1.000 - ETA: 4s - loss: 3.4030e-04 - acc: 1.000 - ETA: 4s - loss: 3.2391e-04 - acc: 1.000 - ETA: 4s - loss: 3.0902e-04 - acc: 1.000 - ETA: 4s - loss: 2.9544e-04 - acc: 1.000 - ETA: 4s - loss: 2.8602e-04 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9985 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00503: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5654 - val_acc: 0.8275 Epoch 505/2000 6640/6680 [============================>.] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4842e-07 - acc: 1.000 - ETA: 5s - loss: 1.3908e-07 - acc: 1.000 - ETA: 5s - loss: 1.3296e-07 - acc: 1.000 - ETA: 5s - loss: 7.6291e-04 - acc: 1.000 - ETA: 5s - loss: 6.1036e-04 - acc: 1.000 - ETA: 4s - loss: 5.0865e-04 - acc: 1.000 - ETA: 4s - loss: 4.3601e-04 - acc: 1.000 - ETA: 4s - loss: 3.9383e-04 - acc: 1.000 - ETA: 4s - loss: 3.4883e-04 - acc: 1.000 - ETA: 4s - loss: 3.1307e-04 - acc: 1.000 - ETA: 4s - loss: 2.8396e-04 - acc: 1.000 - ETA: 4s - loss: 2.5981e-04 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9990 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 00504: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5566 - val_acc: 0.8275 Epoch 506/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 0.0166 - acc: 0.9964 - ETA: 5s - loss: 0.0129 - acc: 0.997 - ETA: 5s - loss: 0.0111 - acc: 0.997 - ETA: 5s - loss: 0.0093 - acc: 0.998 - ETA: 5s - loss: 0.0083 - acc: 0.998 - ETA: 5s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00505: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5598 - val_acc: 0.8263 Epoch 507/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2053e-07 - acc: 1.000 - ETA: 5s - loss: 1.2616e-07 - acc: 1.000 - ETA: 5s - loss: 1.2629e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 5s - loss: 0.0363 - acc: 0.997 - ETA: 5s - loss: 0.0321 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.999 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00506: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5610 - val_acc: 0.8263 Epoch 508/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2252e-07 - acc: 1.000 - ETA: 5s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 1.2762e-07 - acc: 1.000 - ETA: 4s - loss: 1.2602e-07 - acc: 1.000 - ETA: 4s - loss: 1.2493e-07 - acc: 1.000 - ETA: 4s - loss: 1.2414e-07 - acc: 1.000 - ETA: 4s - loss: 1.2368e-07 - acc: 1.000 - ETA: 4s - loss: 1.2434e-07 - acc: 1.000 - ETA: 4s - loss: 1.2390e-07 - acc: 1.000 - ETA: 4s - loss: 1.2456e-07 - acc: 1.000 - ETA: 4s - loss: 5.3883e-06 - acc: 1.000 - ETA: 4s - loss: 4.9862e-06 - acc: 1.000 - ETA: 4s - loss: 4.6385e-06 - acc: 1.000 - ETA: 4s - loss: 4.3381e-06 - acc: 1.000 - ETA: 4s - loss: 4.0744e-06 - acc: 1.000 - ETA: 4s - loss: 3.8418e-06 - acc: 1.000 - ETA: 4s - loss: 3.6359e-06 - acc: 1.000 - ETA: 4s - loss: 3.4952e-06 - acc: 1.000 - ETA: 4s - loss: 3.3243e-06 - acc: 1.000 - ETA: 4s - loss: 9.5590e-04 - acc: 0.999 - ETA: 3s - loss: 9.2256e-04 - acc: 0.999 - ETA: 3s - loss: 8.8156e-04 - acc: 0.999 - ETA: 3s - loss: 8.4406e-04 - acc: 0.999 - ETA: 3s - loss: 8.0961e-04 - acc: 0.999 - ETA: 3s - loss: 7.7787e-04 - acc: 0.999 - ETA: 3s - loss: 7.4852e-04 - acc: 0.999 - ETA: 3s - loss: 7.2130e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00507: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5650 - val_acc: 0.8251 Epoch 509/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0026 - acc: 1.0000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 9.2809e-04 - acc: 1.000 - ETA: 5s - loss: 6.8063e-04 - acc: 1.000 - ETA: 5s - loss: 5.3737e-04 - acc: 1.000 - ETA: 5s - loss: 4.4394e-04 - acc: 1.000 - ETA: 5s - loss: 3.9273e-04 - acc: 1.000 - ETA: 5s - loss: 3.4038e-04 - acc: 1.000 - ETA: 4s - loss: 3.0035e-04 - acc: 1.000 - ETA: 4s - loss: 2.6875e-04 - acc: 1.000 - ETA: 4s - loss: 2.4317e-04 - acc: 1.000 - ETA: 4s - loss: 2.2203e-04 - acc: 1.000 - ETA: 4s - loss: 2.0428e-04 - acc: 1.000 - ETA: 4s - loss: 1.9273e-04 - acc: 1.000 - ETA: 4s - loss: 1.7921e-04 - acc: 1.000 - ETA: 4s - loss: 1.6747e-04 - acc: 1.000 - ETA: 4s - loss: 1.5717e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9993 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00508: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5667 - val_acc: 0.8251 Epoch 510/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0056 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 5s - loss: 0.0061 - acc: 0.995 - ETA: 5s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00509: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5634 - val_acc: 0.8251 Epoch 511/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2308e-07 - acc: 1.000 - ETA: 5s - loss: 1.2244e-07 - acc: 1.000 - ETA: 5s - loss: 1.2451e-07 - acc: 1.000 - ETA: 4s - loss: 1.2382e-07 - acc: 1.000 - ETA: 4s - loss: 1.2412e-07 - acc: 1.000 - ETA: 4s - loss: 1.2431e-07 - acc: 1.000 - ETA: 4s - loss: 9.8758e-04 - acc: 0.998 - ETA: 4s - loss: 9.0171e-04 - acc: 0.998 - ETA: 4s - loss: 8.4651e-04 - acc: 0.999 - ETA: 4s - loss: 7.9768e-04 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.9982 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00510: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5648 - val_acc: 0.8275 Epoch 512/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.7815e-06 - acc: 1.000 - ETA: 5s - loss: 8.7480e-06 - acc: 1.000 - ETA: 4s - loss: 6.7177e-06 - acc: 1.000 - ETA: 4s - loss: 5.4611e-06 - acc: 1.000 - ETA: 4s - loss: 4.6074e-06 - acc: 1.000 - ETA: 4s - loss: 3.9887e-06 - acc: 1.000 - ETA: 4s - loss: 3.5414e-06 - acc: 1.000 - ETA: 4s - loss: 3.1714e-06 - acc: 1.000 - ETA: 4s - loss: 2.8736e-06 - acc: 1.000 - ETA: 4s - loss: 2.6289e-06 - acc: 1.000 - ETA: 4s - loss: 2.4240e-06 - acc: 1.000 - ETA: 4s - loss: 2.2911e-06 - acc: 1.000 - ETA: 4s - loss: 2.1376e-06 - acc: 1.000 - ETA: 4s - loss: 2.0031e-06 - acc: 1.000 - ETA: 4s - loss: 1.8854e-06 - acc: 1.000 - ETA: 4s - loss: 1.7815e-06 - acc: 1.000 - ETA: 4s - loss: 1.6920e-06 - acc: 1.000 - ETA: 4s - loss: 1.6093e-06 - acc: 1.000 - ETA: 3s - loss: 1.5352e-06 - acc: 1.000 - ETA: 3s - loss: 5.2351e-04 - acc: 0.999 - ETA: 3s - loss: 4.9972e-04 - acc: 0.999 - ETA: 3s - loss: 4.7800e-04 - acc: 0.999 - ETA: 3s - loss: 4.6291e-04 - acc: 0.999 - ETA: 3s - loss: 4.4421e-04 - acc: 0.999 - ETA: 3s - loss: 6.4607e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9991 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00511: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5661 - val_acc: 0.8263 Epoch 513/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6540e-07 - acc: 1.000 - ETA: 5s - loss: 1.4561e-07 - acc: 1.000 - ETA: 5s - loss: 1.3769e-07 - acc: 1.000 - ETA: 5s - loss: 1.3342e-07 - acc: 1.000 - ETA: 5s - loss: 1.3076e-07 - acc: 1.000 - ETA: 5s - loss: 1.2909e-07 - acc: 1.000 - ETA: 5s - loss: 0.0366 - acc: 0.9977 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0556 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00512: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5652 - val_acc: 0.8263 Epoch 514/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0083 - acc: 0.9900 - ETA: 5s - loss: 0.0046 - acc: 0.994 - ETA: 5s - loss: 0.0032 - acc: 0.996 - ETA: 5s - loss: 0.0026 - acc: 0.996 - ETA: 5s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00513: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5634 - val_acc: 0.8263 Epoch 515/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7223e-04 - acc: 1.000 - ETA: 5s - loss: 1.4506e-04 - acc: 1.000 - ETA: 5s - loss: 1.1985e-04 - acc: 1.000 - ETA: 4s - loss: 1.0211e-04 - acc: 1.000 - ETA: 4s - loss: 8.8956e-05 - acc: 1.000 - ETA: 4s - loss: 8.1119e-05 - acc: 1.000 - ETA: 4s - loss: 7.4551e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00514: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5583 - val_acc: 0.8275 Epoch 516/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5327e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9980 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00515: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5569 - val_acc: 0.8263 Epoch 517/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3374e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 1.2647e-07 - acc: 1.000 - ETA: 5s - loss: 1.2502e-07 - acc: 1.000 - ETA: 5s - loss: 1.2604e-07 - acc: 1.000 - ETA: 4s - loss: 1.2890e-07 - acc: 1.000 - ETA: 4s - loss: 1.1429e-06 - acc: 1.000 - ETA: 4s - loss: 1.0293e-06 - acc: 1.000 - ETA: 4s - loss: 9.3829e-07 - acc: 1.000 - ETA: 4s - loss: 8.6410e-07 - acc: 1.000 - ETA: 4s - loss: 8.0203e-07 - acc: 1.000 - ETA: 4s - loss: 7.5019e-07 - acc: 1.000 - ETA: 4s - loss: 7.0512e-07 - acc: 1.000 - ETA: 4s - loss: 6.6685e-07 - acc: 1.000 - ETA: 4s - loss: 6.3272e-07 - acc: 1.000 - ETA: 4s - loss: 6.0251e-07 - acc: 1.000 - ETA: 4s - loss: 5.7591e-07 - acc: 1.000 - ETA: 4s - loss: 5.5203e-07 - acc: 1.000 - ETA: 4s - loss: 5.3601e-07 - acc: 1.000 - ETA: 4s - loss: 5.2076e-07 - acc: 1.000 - ETA: 4s - loss: 5.0687e-07 - acc: 1.000 - ETA: 3s - loss: 4.9582e-07 - acc: 1.000 - ETA: 3s - loss: 4.8354e-07 - acc: 1.000 - ETA: 3s - loss: 7.9981e-04 - acc: 0.999 - ETA: 3s - loss: 7.7533e-04 - acc: 0.999 - ETA: 3s - loss: 7.5230e-04 - acc: 0.999 - ETA: 3s - loss: 7.3061e-04 - acc: 0.999 - ETA: 3s - loss: 7.1013e-04 - acc: 0.999 - ETA: 3s - loss: 6.9076e-04 - acc: 0.999 - ETA: 3s - loss: 6.7243e-04 - acc: 0.999 - ETA: 3s - loss: 6.4946e-04 - acc: 0.999 - ETA: 3s - loss: 7.7491e-04 - acc: 0.999 - ETA: 3s - loss: 7.5012e-04 - acc: 0.999 - ETA: 3s - loss: 7.2687e-04 - acc: 0.999 - ETA: 3s - loss: 7.0501e-04 - acc: 0.999 - ETA: 3s - loss: 6.8443e-04 - acc: 0.999 - ETA: 3s - loss: 6.6501e-04 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.9993 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9986Epoch 00516: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9987 - val_loss: 1.5642 - val_acc: 0.8263 Epoch 518/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2385e-07 - acc: 1.000 - ETA: 5s - loss: 1.2269e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2413e-07 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 0.9981 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00517: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9988 - val_loss: 1.5642 - val_acc: 0.8263 Epoch 519/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2033e-07 - acc: 1.000 - ETA: 5s - loss: 1.2141e-07 - acc: 1.000 - ETA: 5s - loss: 1.2111e-07 - acc: 1.000 - ETA: 5s - loss: 1.2081e-07 - acc: 1.000 - ETA: 5s - loss: 1.2065e-07 - acc: 1.000 - ETA: 5s - loss: 1.7282e-05 - acc: 1.000 - ETA: 4s - loss: 1.5375e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.996 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00518: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5716 - val_acc: 0.8263 Epoch 520/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2423e-07 - acc: 1.000 - ETA: 5s - loss: 1.2336e-07 - acc: 1.000 - ETA: 5s - loss: 1.3356e-07 - acc: 1.000 - ETA: 5s - loss: 1.3212e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.3000e-07 - acc: 1.000 - ETA: 4s - loss: 4.8173e-07 - acc: 1.000 - ETA: 4s - loss: 4.5658e-07 - acc: 1.000 - ETA: 4s - loss: 4.3457e-07 - acc: 1.000 - ETA: 4s - loss: 4.1527e-07 - acc: 1.000 - ETA: 4s - loss: 3.9819e-07 - acc: 1.000 - ETA: 4s - loss: 3.8308e-07 - acc: 1.000 - ETA: 4s - loss: 3.6519e-07 - acc: 1.000 - ETA: 4s - loss: 4.5278e-04 - acc: 1.000 - ETA: 4s - loss: 4.3221e-04 - acc: 1.000 - ETA: 4s - loss: 4.0751e-04 - acc: 1.000 - ETA: 4s - loss: 3.8549e-04 - acc: 1.000 - ETA: 4s - loss: 5.5961e-04 - acc: 1.000 - ETA: 4s - loss: 5.3232e-04 - acc: 1.000 - ETA: 4s - loss: 5.0756e-04 - acc: 1.000 - ETA: 4s - loss: 4.8501e-04 - acc: 1.000 - ETA: 3s - loss: 4.6438e-04 - acc: 1.000 - ETA: 3s - loss: 4.5002e-04 - acc: 1.000 - ETA: 3s - loss: 4.3652e-04 - acc: 1.000 - ETA: 3s - loss: 4.1974e-04 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00519: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5663 - val_acc: 0.8263 Epoch 521/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7992e-05 - acc: 1.000 - ETA: 5s - loss: 1.0049e-05 - acc: 1.000 - ETA: 5s - loss: 6.9957e-06 - acc: 1.000 - ETA: 4s - loss: 5.3777e-06 - acc: 1.000 - ETA: 4s - loss: 4.3761e-06 - acc: 1.000 - ETA: 4s - loss: 3.6962e-06 - acc: 1.000 - ETA: 4s - loss: 3.2041e-06 - acc: 1.000 - ETA: 4s - loss: 2.8302e-06 - acc: 1.000 - ETA: 4s - loss: 2.5379e-06 - acc: 1.000 - ETA: 4s - loss: 2.3565e-06 - acc: 1.000 - ETA: 4s - loss: 2.1531e-06 - acc: 1.000 - ETA: 4s - loss: 1.9838e-06 - acc: 1.000 - ETA: 4s - loss: 1.8403e-06 - acc: 1.000 - ETA: 4s - loss: 1.7176e-06 - acc: 1.000 - ETA: 4s - loss: 1.6111e-06 - acc: 1.000 - ETA: 4s - loss: 1.5178e-06 - acc: 1.000 - ETA: 4s - loss: 1.4365e-06 - acc: 1.000 - ETA: 4s - loss: 1.3637e-06 - acc: 1.000 - ETA: 4s - loss: 1.2982e-06 - acc: 1.000 - ETA: 3s - loss: 1.2393e-06 - acc: 1.000 - ETA: 3s - loss: 1.1859e-06 - acc: 1.000 - ETA: 3s - loss: 1.1375e-06 - acc: 1.000 - ETA: 3s - loss: 1.0933e-06 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9995 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00520: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5658 - val_acc: 0.8263 Epoch 522/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0066e-04 - acc: 1.000 - ETA: 4s - loss: 8.0060e-04 - acc: 1.000 - ETA: 4s - loss: 7.2055e-04 - acc: 1.000 - ETA: 4s - loss: 6.5506e-04 - acc: 1.000 - ETA: 4s - loss: 6.0048e-04 - acc: 1.000 - ETA: 4s - loss: 5.5430e-04 - acc: 1.000 - ETA: 4s - loss: 5.1472e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9992 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 0s - loss: 0.0023 - acc: 0.999 - ETA: 0s - loss: 0.0023 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.998 - ETA: 0s - loss: 0.0027 - acc: 0.998 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00521: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5684 - val_acc: 0.8251 Epoch 523/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2357e-07 - acc: 1.000 - ETA: 4s - loss: 1.2254e-07 - acc: 1.000 - ETA: 4s - loss: 1.2191e-07 - acc: 1.000 - ETA: 4s - loss: 1.2147e-07 - acc: 1.000 - ETA: 4s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.2117e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9988 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6047e-04 - acc: 0.999 - ETA: 4s - loss: 8.9949e-04 - acc: 0.999 - ETA: 4s - loss: 8.4580e-04 - acc: 0.999 - ETA: 4s - loss: 8.0956e-04 - acc: 0.999 - ETA: 4s - loss: 7.6580e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9987 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00522: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5679 - val_acc: 0.8251 Epoch 524/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1248e-05 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00523: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5643 - val_acc: 0.8263 Epoch 525/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.8358e-07 - acc: 1.000 - ETA: 5s - loss: 1.4221e-04 - acc: 1.000 - ETA: 5s - loss: 1.0669e-04 - acc: 1.000 - ETA: 5s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0807 - acc: 0.995 - ETA: 4s - loss: 0.0764 - acc: 0.993 - ETA: 4s - loss: 0.0655 - acc: 0.994 - ETA: 4s - loss: 0.0592 - acc: 0.995 - ETA: 4s - loss: 0.0524 - acc: 0.995 - ETA: 4s - loss: 0.0470 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.996 - ETA: 4s - loss: 0.0390 - acc: 0.996 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00524: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5692 - val_acc: 0.8251 Epoch 526/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 1.2013e-07 - acc: 1.000 - ETA: 5s - loss: 0.0035 - acc: 0.9969 - ETA: 5s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00525: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9985 - val_loss: 1.5659 - val_acc: 0.8263 Epoch 527/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00526: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5680 - val_acc: 0.8263 Epoch 528/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 1.2677e-07 - acc: 1.000 - ETA: 4s - loss: 1.2499e-07 - acc: 1.000 - ETA: 4s - loss: 1.2621e-07 - acc: 1.000 - ETA: 5s - loss: 1.2556e-07 - acc: 1.000 - ETA: 4s - loss: 1.2483e-07 - acc: 1.000 - ETA: 4s - loss: 1.2408e-07 - acc: 1.000 - ETA: 4s - loss: 1.2526e-07 - acc: 1.000 - ETA: 4s - loss: 1.2478e-07 - acc: 1.000 - ETA: 4s - loss: 1.2425e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9989 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00527: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5589 - val_acc: 0.8275 Epoch 529/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3947e-07 - acc: 1.000 - ETA: 5s - loss: 1.3047e-07 - acc: 1.000 - ETA: 5s - loss: 1.2700e-07 - acc: 1.000 - ETA: 5s - loss: 1.3183e-07 - acc: 1.000 - ETA: 5s - loss: 1.2994e-07 - acc: 1.000 - ETA: 5s - loss: 1.2854e-07 - acc: 1.000 - ETA: 5s - loss: 1.2746e-07 - acc: 1.000 - ETA: 5s - loss: 1.2875e-07 - acc: 1.000 - ETA: 4s - loss: 1.2211e-05 - acc: 1.000 - ETA: 4s - loss: 1.1240e-05 - acc: 1.000 - ETA: 4s - loss: 1.0408e-05 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9989 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6567e-04 - acc: 0.999 - ETA: 4s - loss: 9.0438e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9985 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00528: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5675 - val_acc: 0.8263 Epoch 530/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2027e-07 - acc: 1.000 - ETA: 4s - loss: 1.2014e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.1997e-07 - acc: 1.000 - ETA: 4s - loss: 9.0404e-07 - acc: 1.000 - ETA: 4s - loss: 8.3750e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9990 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00529: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5649 - val_acc: 0.8263 Epoch 531/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.9900 - ETA: 4s - loss: 0.0042 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.995 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00530: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5664 - val_acc: 0.8251 Epoch 532/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2003e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.2066e-07 - acc: 1.000 - ETA: 4s - loss: 1.2052e-07 - acc: 1.000 - ETA: 4s - loss: 2.4831e-06 - acc: 1.000 - ETA: 4s - loss: 2.2902e-06 - acc: 1.000 - ETA: 4s - loss: 2.1264e-06 - acc: 1.000 - ETA: 4s - loss: 1.9856e-06 - acc: 1.000 - ETA: 4s - loss: 1.8773e-06 - acc: 1.000 - ETA: 4s - loss: 1.7786e-06 - acc: 1.000 - ETA: 4s - loss: 1.6826e-06 - acc: 1.000 - ETA: 3s - loss: 7.4351e-04 - acc: 0.999 - ETA: 3s - loss: 7.0489e-04 - acc: 0.999 - ETA: 3s - loss: 6.7009e-04 - acc: 0.999 - ETA: 3s - loss: 6.3856e-04 - acc: 0.999 - ETA: 3s - loss: 6.0987e-04 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.9989 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00531: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5660 - val_acc: 0.8251 Epoch 533/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 3.8611e-07 - acc: 1.000 - ETA: 4s - loss: 3.0445e-07 - acc: 1.000 - ETA: 4s - loss: 2.6086e-07 - acc: 1.000 - ETA: 4s - loss: 2.3445e-07 - acc: 1.000 - ETA: 4s - loss: 2.1601e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9983 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.3383e-04 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.9984 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00532: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5671 - val_acc: 0.8263 Epoch 534/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0461 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0392 - acc: 0.996 - ETA: 4s - loss: 0.0358 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.997 - ETA: 4s - loss: 0.0284 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.995 - ETA: 3s - loss: 0.0246 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.995 - ETA: 3s - loss: 0.0232 - acc: 0.995 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0183 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00533: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5606 - val_acc: 0.8263 Epoch 535/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 0.1416 - acc: 0.9857 - ETA: 5s - loss: 0.0901 - acc: 0.990 - ETA: 5s - loss: 0.0661 - acc: 0.993 - ETA: 5s - loss: 0.0522 - acc: 0.994 - ETA: 4s - loss: 0.0431 - acc: 0.995 - ETA: 4s - loss: 0.0367 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0513 - acc: 0.995 - ETA: 4s - loss: 0.0461 - acc: 0.996 - ETA: 4s - loss: 0.0418 - acc: 0.996 - ETA: 4s - loss: 0.0382 - acc: 0.996 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00534: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5576 - val_acc: 0.8275 Epoch 536/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2840e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2906e-07 - acc: 1.000 - ETA: 4s - loss: 1.3025e-07 - acc: 1.000 - ETA: 4s - loss: 1.3065e-07 - acc: 1.000 - ETA: 4s - loss: 1.3428e-07 - acc: 1.000 - ETA: 4s - loss: 1.3273e-07 - acc: 1.000 - ETA: 4s - loss: 1.3148e-07 - acc: 1.000 - ETA: 4s - loss: 1.3043e-07 - acc: 1.000 - ETA: 4s - loss: 6.9866e-04 - acc: 0.999 - ETA: 4s - loss: 6.4692e-04 - acc: 0.999 - ETA: 4s - loss: 6.0231e-04 - acc: 0.999 - ETA: 4s - loss: 5.6346e-04 - acc: 0.999 - ETA: 4s - loss: 5.2932e-04 - acc: 0.999 - ETA: 4s - loss: 4.9908e-04 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.9980 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00535: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5591 - val_acc: 0.8263 Epoch 537/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.3828e-07 - acc: 1.000 - ETA: 5s - loss: 0.0957 - acc: 0.9889 - ETA: 4s - loss: 0.0662 - acc: 0.992 - ETA: 4s - loss: 0.0507 - acc: 0.994 - ETA: 4s - loss: 0.0410 - acc: 0.995 - ETA: 4s - loss: 0.0344 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00536: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5647 - val_acc: 0.8263 Epoch 538/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.8428 - acc: 0.900 - ETA: 5s - loss: 0.1686 - acc: 0.980 - ETA: 5s - loss: 0.0936 - acc: 0.988 - ETA: 5s - loss: 0.0691 - acc: 0.988 - ETA: 4s - loss: 0.0528 - acc: 0.991 - ETA: 4s - loss: 0.0811 - acc: 0.990 - ETA: 4s - loss: 0.0682 - acc: 0.992 - ETA: 4s - loss: 0.0588 - acc: 0.993 - ETA: 4s - loss: 0.0565 - acc: 0.992 - ETA: 4s - loss: 0.0504 - acc: 0.993 - ETA: 4s - loss: 0.0455 - acc: 0.993 - ETA: 4s - loss: 0.0415 - acc: 0.994 - ETA: 4s - loss: 0.0381 - acc: 0.994 - ETA: 4s - loss: 0.0380 - acc: 0.994 - ETA: 4s - loss: 0.0354 - acc: 0.994 - ETA: 4s - loss: 0.0331 - acc: 0.995 - ETA: 4s - loss: 0.0310 - acc: 0.995 - ETA: 3s - loss: 0.0292 - acc: 0.995 - ETA: 3s - loss: 0.0276 - acc: 0.995 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.996 - ETA: 3s - loss: 0.0243 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.996 - ETA: 3s - loss: 0.0222 - acc: 0.996 - ETA: 3s - loss: 0.0212 - acc: 0.996 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00537: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5619 - val_acc: 0.8251 Epoch 539/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00538: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5677 - val_acc: 0.8263 Epoch 540/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 1.2166e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2136e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9982 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00539: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5556 - val_acc: 0.8275 Epoch 541/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2852e-07 - acc: 1.000 - ETA: 5s - loss: 1.4479e-07 - acc: 1.000 - ETA: 4s - loss: 1.3858e-07 - acc: 1.000 - ETA: 4s - loss: 1.3873e-07 - acc: 1.000 - ETA: 4s - loss: 1.4640e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9982 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2378e-04 - acc: 0.999 - ETA: 4s - loss: 8.5273e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00540: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5635 - val_acc: 0.8263 Epoch 542/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.0794e-04 - acc: 1.000 - ETA: 4s - loss: 7.3502e-04 - acc: 1.000 - ETA: 4s - loss: 6.1744e-04 - acc: 1.000 - ETA: 4s - loss: 5.3229e-04 - acc: 1.000 - ETA: 4s - loss: 4.6778e-04 - acc: 1.000 - ETA: 4s - loss: 4.1723e-04 - acc: 1.000 - ETA: 4s - loss: 3.7653e-04 - acc: 1.000 - ETA: 4s - loss: 3.4307e-04 - acc: 1.000 - ETA: 4s - loss: 3.1508e-04 - acc: 1.000 - ETA: 4s - loss: 2.9131e-04 - acc: 1.000 - ETA: 4s - loss: 2.7087e-04 - acc: 1.000 - ETA: 4s - loss: 2.5734e-04 - acc: 1.000 - ETA: 4s - loss: 7.5758e-04 - acc: 1.000 - ETA: 4s - loss: 7.1302e-04 - acc: 1.000 - ETA: 3s - loss: 6.7342e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9993 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7762e-04 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.9990 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00541: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5625 - val_acc: 0.8251 Epoch 543/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2716e-07 - acc: 1.000 - ETA: 5s - loss: 1.2609e-07 - acc: 1.000 - ETA: 4s - loss: 1.2447e-07 - acc: 1.000 - ETA: 4s - loss: 1.2347e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 2.6772e-06 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9985 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00542: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5605 - val_acc: 0.8263 Epoch 544/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.4293e-06 - acc: 1.000 - ETA: 4s - loss: 5.7167e-06 - acc: 1.000 - ETA: 4s - loss: 4.6553e-06 - acc: 1.000 - ETA: 4s - loss: 4.0887e-06 - acc: 1.000 - ETA: 4s - loss: 3.5216e-06 - acc: 1.000 - ETA: 4s - loss: 3.1129e-06 - acc: 1.000 - ETA: 4s - loss: 2.7806e-06 - acc: 1.000 - ETA: 4s - loss: 0.0202 - acc: 0.9987 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00543: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5585 - val_acc: 0.8263 Epoch 545/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4126e-07 - acc: 1.000 - ETA: 4s - loss: 1.3146e-07 - acc: 1.000 - ETA: 4s - loss: 1.3778e-07 - acc: 1.000 - ETA: 4s - loss: 9.7283e-04 - acc: 1.000 - ETA: 4s - loss: 7.8755e-04 - acc: 1.000 - ETA: 4s - loss: 6.6156e-04 - acc: 1.000 - ETA: 4s - loss: 5.9070e-04 - acc: 1.000 - ETA: 4s - loss: 5.1688e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00544: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5630 - val_acc: 0.8263 Epoch 546/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1964e-07 - acc: 1.000 - ETA: 5s - loss: 1.1951e-07 - acc: 1.000 - ETA: 5s - loss: 0.0044 - acc: 0.9962 - ETA: 5s - loss: 0.0035 - acc: 0.996 - ETA: 5s - loss: 0.0128 - acc: 0.995 - ETA: 5s - loss: 0.0107 - acc: 0.995 - ETA: 5s - loss: 0.0091 - acc: 0.996 - ETA: 4s - loss: 0.0080 - acc: 0.996 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00545: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5590 - val_acc: 0.8275 Epoch 547/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2289e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2356e-07 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00546: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5625 - val_acc: 0.8251 Epoch 548/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2338e-07 - acc: 1.000 - ETA: 4s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 3.5904e-05 - acc: 1.000 - ETA: 4s - loss: 2.7484e-05 - acc: 1.000 - ETA: 4s - loss: 2.2272e-05 - acc: 1.000 - ETA: 4s - loss: 1.8728e-05 - acc: 1.000 - ETA: 4s - loss: 1.6161e-05 - acc: 1.000 - ETA: 4s - loss: 1.4217e-05 - acc: 1.000 - ETA: 4s - loss: 1.2693e-05 - acc: 1.000 - ETA: 4s - loss: 1.1466e-05 - acc: 1.000 - ETA: 4s - loss: 1.0458e-05 - acc: 1.000 - ETA: 4s - loss: 4.5367e-04 - acc: 1.000 - ETA: 4s - loss: 4.1944e-04 - acc: 1.000 - ETA: 4s - loss: 3.9002e-04 - acc: 1.000 - ETA: 4s - loss: 3.6445e-04 - acc: 1.000 - ETA: 4s - loss: 3.4342e-04 - acc: 1.000 - ETA: 4s - loss: 0.0167 - acc: 0.9986 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.9986Epoch 00547: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5656 - val_acc: 0.8251 Epoch 549/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.2030e-07 - acc: 1.000 - ETA: 4s - loss: 2.6212e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9990 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4457e-04 - acc: 0.999 - ETA: 4s - loss: 8.9735e-04 - acc: 0.999 - ETA: 4s - loss: 8.4127e-04 - acc: 0.999 - ETA: 4s - loss: 7.9180e-04 - acc: 0.999 - ETA: 3s - loss: 7.4782e-04 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.9987 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00548: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5661 - val_acc: 0.8263 Epoch 550/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 0.0251 - acc: 0.9944 - ETA: 5s - loss: 0.0794 - acc: 0.992 - ETA: 4s - loss: 0.0607 - acc: 0.994 - ETA: 4s - loss: 0.0516 - acc: 0.995 - ETA: 4s - loss: 0.0430 - acc: 0.995 - ETA: 4s - loss: 0.0369 - acc: 0.996 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00549: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5630 - val_acc: 0.8251 Epoch 551/2000 6640/6680 [============================>.] - ETA: 5s - loss: 0.0298 - acc: 1.000 - ETA: 5s - loss: 0.3283 - acc: 0.980 - ETA: 4s - loss: 0.1824 - acc: 0.988 - ETA: 4s - loss: 0.1263 - acc: 0.992 - ETA: 4s - loss: 0.0966 - acc: 0.994 - ETA: 4s - loss: 0.0782 - acc: 0.995 - ETA: 4s - loss: 0.0657 - acc: 0.996 - ETA: 4s - loss: 0.0566 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.997 - ETA: 4s - loss: 0.0444 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0365 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00550: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5656 - val_acc: 0.8263 Epoch 552/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.2914e-07 - acc: 1.000 - ETA: 4s - loss: 1.2609e-07 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9971 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0420 - acc: 0.995 - ETA: 4s - loss: 0.0360 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9989Epoch 00551: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5647 - val_acc: 0.8251 Epoch 553/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1979e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1963e-07 - acc: 1.000 - ETA: 4s - loss: 1.1959e-07 - acc: 1.000 - ETA: 4s - loss: 4.2050e-04 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.9991 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00552: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5669 - val_acc: 0.8251 Epoch 554/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 1.1961e-07 - acc: 1.000 - ETA: 5s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 1.1948e-07 - acc: 1.000 - ETA: 5s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 4s - loss: 1.2008e-07 - acc: 1.000 - ETA: 4s - loss: 1.2431e-07 - acc: 1.000 - ETA: 4s - loss: 1.2399e-07 - acc: 1.000 - ETA: 4s - loss: 1.2362e-07 - acc: 1.000 - ETA: 4s - loss: 7.3286e-04 - acc: 0.999 - ETA: 4s - loss: 6.8401e-04 - acc: 0.999 - ETA: 4s - loss: 6.4406e-04 - acc: 0.999 - ETA: 4s - loss: 6.0618e-04 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.9986 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00553: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5635 - val_acc: 0.8263 Epoch 555/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9944 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.995 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00554: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5618 - val_acc: 0.8251 Epoch 556/2000 6640/6680 [============================>.] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.9454e-04 - acc: 1.000 - ETA: 4s - loss: 7.5144e-04 - acc: 1.000 - ETA: 4s - loss: 6.4781e-04 - acc: 1.000 - ETA: 4s - loss: 5.6930e-04 - acc: 1.000 - ETA: 4s - loss: 5.0777e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6067e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9990 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00555: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5641 - val_acc: 0.8263 Epoch 557/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1967e-07 - acc: 1.000 - ETA: 5s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.2063e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.2011e-07 - acc: 1.000 - ETA: 4s - loss: 1.2018e-07 - acc: 1.000 - ETA: 4s - loss: 1.2008e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2152e-07 - acc: 1.000 - ETA: 4s - loss: 1.2146e-07 - acc: 1.000 - ETA: 4s - loss: 1.2130e-07 - acc: 1.000 - ETA: 4s - loss: 1.2116e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2078e-07 - acc: 1.000 - ETA: 3s - loss: 1.2070e-07 - acc: 1.000 - ETA: 3s - loss: 1.2063e-07 - acc: 1.000 - ETA: 3s - loss: 2.2263e-04 - acc: 1.000 - ETA: 3s - loss: 2.1296e-04 - acc: 1.000 - ETA: 3s - loss: 2.0409e-04 - acc: 1.000 - ETA: 3s - loss: 1.9593e-04 - acc: 1.000 - ETA: 3s - loss: 1.8840e-04 - acc: 1.000 - ETA: 3s - loss: 1.8312e-04 - acc: 1.000 - ETA: 3s - loss: 1.7653e-04 - acc: 1.000 - ETA: 3s - loss: 1.7039e-04 - acc: 1.000 - ETA: 3s - loss: 1.6467e-04 - acc: 1.000 - ETA: 3s - loss: 1.5932e-04 - acc: 1.000 - ETA: 3s - loss: 1.5430e-04 - acc: 1.000 - ETA: 3s - loss: 1.5075e-04 - acc: 1.000 - ETA: 3s - loss: 1.4735e-04 - acc: 1.000 - ETA: 3s - loss: 1.4305e-04 - acc: 1.000 - ETA: 3s - loss: 1.3899e-04 - acc: 1.000 - ETA: 2s - loss: 1.3516e-04 - acc: 1.000 - ETA: 2s - loss: 1.3154e-04 - acc: 1.000 - ETA: 2s - loss: 1.2810e-04 - acc: 1.000 - ETA: 2s - loss: 1.2564e-04 - acc: 1.000 - ETA: 2s - loss: 1.2250e-04 - acc: 1.000 - ETA: 2s - loss: 1.1952e-04 - acc: 1.000 - ETA: 2s - loss: 1.1668e-04 - acc: 1.000 - ETA: 2s - loss: 1.1396e-04 - acc: 1.000 - ETA: 2s - loss: 1.1138e-04 - acc: 1.000 - ETA: 2s - loss: 1.0891e-04 - acc: 1.000 - ETA: 2s - loss: 1.0654e-04 - acc: 1.000 - ETA: 2s - loss: 1.0428e-04 - acc: 1.000 - ETA: 2s - loss: 0.0043 - acc: 0.9997 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00556: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5681 - val_acc: 0.8263 Epoch 558/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.996 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00557: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5653 - val_acc: 0.8263 Epoch 559/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2036e-07 - acc: 1.000 - ETA: 5s - loss: 1.8811e-07 - acc: 1.000 - ETA: 4s - loss: 1.7527e-07 - acc: 1.000 - ETA: 4s - loss: 1.6630e-07 - acc: 1.000 - ETA: 4s - loss: 1.6021e-07 - acc: 1.000 - ETA: 4s - loss: 9.1196e-07 - acc: 1.000 - ETA: 4s - loss: 8.2626e-07 - acc: 1.000 - ETA: 4s - loss: 7.5808e-07 - acc: 1.000 - ETA: 4s - loss: 7.0129e-07 - acc: 1.000 - ETA: 4s - loss: 6.5383e-07 - acc: 1.000 - ETA: 4s - loss: 5.0557e-04 - acc: 1.000 - ETA: 4s - loss: 4.7010e-04 - acc: 1.000 - ETA: 4s - loss: 4.3928e-04 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00558: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5647 - val_acc: 0.8275 Epoch 560/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.9957e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00559: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5683 - val_acc: 0.8263 Epoch 561/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2153e-07 - acc: 1.000 - ETA: 5s - loss: 1.2173e-07 - acc: 1.000 - ETA: 5s - loss: 1.2126e-07 - acc: 1.000 - ETA: 5s - loss: 1.2130e-07 - acc: 1.000 - ETA: 4s - loss: 1.2095e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9986 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00560: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5666 - val_acc: 0.8251 Epoch 562/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 1.0000 - ETA: 5s - loss: 0.0170 - acc: 0.995 - ETA: 5s - loss: 0.0125 - acc: 0.996 - ETA: 5s - loss: 0.0104 - acc: 0.997 - ETA: 5s - loss: 0.0089 - acc: 0.997 - ETA: 5s - loss: 0.0078 - acc: 0.997 - ETA: 5s - loss: 0.0134 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.996 - ETA: 4s - loss: 0.0103 - acc: 0.997 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00561: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5644 - val_acc: 0.8251 Epoch 563/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1510e-04 - acc: 1.000 - ETA: 4s - loss: 7.8889e-04 - acc: 1.000 - ETA: 4s - loss: 6.9328e-04 - acc: 1.000 - ETA: 4s - loss: 6.1835e-04 - acc: 1.000 - ETA: 4s - loss: 5.5803e-04 - acc: 1.000 - ETA: 4s - loss: 5.0844e-04 - acc: 1.000 - ETA: 4s - loss: 4.6694e-04 - acc: 1.000 - ETA: 4s - loss: 4.3171e-04 - acc: 1.000 - ETA: 4s - loss: 4.0142e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5418e-04 - acc: 0.999 - ETA: 3s - loss: 9.0190e-04 - acc: 0.999 - ETA: 3s - loss: 8.5506e-04 - acc: 0.999 - ETA: 3s - loss: 8.1284e-04 - acc: 0.999 - ETA: 3s - loss: 7.7459e-04 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.9989 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00562: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5657 - val_acc: 0.8263 Epoch 564/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9979 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6358e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8956e-04 - acc: 0.999 - ETA: 3s - loss: 9.4009e-04 - acc: 0.999 - ETA: 3s - loss: 8.9533e-04 - acc: 0.999 - ETA: 3s - loss: 8.5464e-04 - acc: 0.999 - ETA: 3s - loss: 8.1749e-04 - acc: 0.999 - ETA: 3s - loss: 7.8343e-04 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.9985 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00563: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5658 - val_acc: 0.8263 Epoch 565/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4097e-05 - acc: 1.000 - ETA: 4s - loss: 7.8862e-06 - acc: 1.000 - ETA: 4s - loss: 5.4998e-06 - acc: 1.000 - ETA: 4s - loss: 4.2338e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.9062e-04 - acc: 1.000 - ETA: 4s - loss: 7.9589e-04 - acc: 1.000 - ETA: 4s - loss: 6.9642e-04 - acc: 1.000 - ETA: 4s - loss: 6.1905e-04 - acc: 1.000 - ETA: 4s - loss: 5.5716e-04 - acc: 1.000 - ETA: 4s - loss: 5.0652e-04 - acc: 1.000 - ETA: 4s - loss: 4.6432e-04 - acc: 1.000 - ETA: 4s - loss: 4.2861e-04 - acc: 1.000 - ETA: 4s - loss: 3.9801e-04 - acc: 1.000 - ETA: 4s - loss: 3.7148e-04 - acc: 1.000 - ETA: 4s - loss: 3.4827e-04 - acc: 1.000 - ETA: 4s - loss: 3.2779e-04 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9993 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00564: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5635 - val_acc: 0.8251 Epoch 566/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2755e-07 - acc: 1.000 - ETA: 5s - loss: 1.2385e-07 - acc: 1.000 - ETA: 5s - loss: 1.2242e-07 - acc: 1.000 - ETA: 4s - loss: 1.2166e-07 - acc: 1.000 - ETA: 4s - loss: 0.0396 - acc: 0.9976 - ETA: 4s - loss: 0.0342 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00565: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5645 - val_acc: 0.8263 Epoch 567/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00566: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5638 - val_acc: 0.8251 Epoch 568/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.2149e-07 - acc: 1.000 - ETA: 4s - loss: 1.2134e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2126e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2979e-04 - acc: 0.998 - ETA: 3s - loss: 8.5390e-04 - acc: 0.999 - ETA: 3s - loss: 7.8947e-04 - acc: 0.999 - ETA: 3s - loss: 7.3407e-04 - acc: 0.999 - ETA: 3s - loss: 6.8595e-04 - acc: 0.999 - ETA: 3s - loss: 6.4374e-04 - acc: 0.999 - ETA: 3s - loss: 6.0643e-04 - acc: 0.999 - ETA: 3s - loss: 5.7321e-04 - acc: 0.999 - ETA: 3s - loss: 5.4344e-04 - acc: 0.999 - ETA: 3s - loss: 5.1661e-04 - acc: 0.999 - ETA: 3s - loss: 4.9230e-04 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.9989 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00567: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5620 - val_acc: 0.8263 Epoch 569/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 1.1979e-07 - acc: 1.000 - ETA: 4s - loss: 8.4981e-04 - acc: 0.998 - ETA: 4s - loss: 7.8045e-04 - acc: 0.999 - ETA: 4s - loss: 7.2156e-04 - acc: 0.999 - ETA: 4s - loss: 6.7093e-04 - acc: 0.999 - ETA: 4s - loss: 6.2695e-04 - acc: 0.999 - ETA: 3s - loss: 5.8837e-04 - acc: 0.999 - ETA: 3s - loss: 5.5427e-04 - acc: 0.999 - ETA: 3s - loss: 5.2391e-04 - acc: 0.999 - ETA: 3s - loss: 4.9670e-04 - acc: 0.999 - ETA: 3s - loss: 4.7217e-04 - acc: 0.999 - ETA: 3s - loss: 4.4996e-04 - acc: 0.999 - ETA: 3s - loss: 4.2974e-04 - acc: 0.999 - ETA: 3s - loss: 4.1126e-04 - acc: 0.999 - ETA: 3s - loss: 3.9431e-04 - acc: 0.999 - ETA: 3s - loss: 3.8032e-04 - acc: 0.999 - ETA: 3s - loss: 3.6925e-04 - acc: 0.999 - ETA: 3s - loss: 3.5570e-04 - acc: 0.999 - ETA: 3s - loss: 3.4311e-04 - acc: 0.999 - ETA: 3s - loss: 3.3139e-04 - acc: 0.999 - ETA: 3s - loss: 3.2044e-04 - acc: 0.999 - ETA: 3s - loss: 3.1019e-04 - acc: 0.999 - ETA: 3s - loss: 3.0057e-04 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.9989 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00568: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5662 - val_acc: 0.8263 Epoch 570/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2336e-07 - acc: 1.000 - ETA: 4s - loss: 1.2291e-07 - acc: 1.000 - ETA: 4s - loss: 1.2255e-07 - acc: 1.000 - ETA: 4s - loss: 1.2226e-07 - acc: 1.000 - ETA: 4s - loss: 1.2201e-07 - acc: 1.000 - ETA: 4s - loss: 1.2180e-07 - acc: 1.000 - ETA: 4s - loss: 1.2161e-07 - acc: 1.000 - ETA: 4s - loss: 5.4718e-07 - acc: 1.000 - ETA: 4s - loss: 5.2043e-07 - acc: 1.000 - ETA: 4s - loss: 3.9710e-05 - acc: 1.000 - ETA: 3s - loss: 3.7511e-05 - acc: 1.000 - ETA: 3s - loss: 3.5543e-05 - acc: 1.000 - ETA: 3s - loss: 3.3771e-05 - acc: 1.000 - ETA: 3s - loss: 3.2169e-05 - acc: 1.000 - ETA: 3s - loss: 3.0712e-05 - acc: 1.000 - ETA: 3s - loss: 2.9382e-05 - acc: 1.000 - ETA: 3s - loss: 2.8163e-05 - acc: 1.000 - ETA: 3s - loss: 2.7041e-05 - acc: 1.000 - ETA: 3s - loss: 2.6006e-05 - acc: 1.000 - ETA: 3s - loss: 2.5047e-05 - acc: 1.000 - ETA: 3s - loss: 2.4383e-05 - acc: 1.000 - ETA: 3s - loss: 2.3546e-05 - acc: 1.000 - ETA: 3s - loss: 2.2765e-05 - acc: 1.000 - ETA: 3s - loss: 2.2214e-05 - acc: 1.000 - ETA: 3s - loss: 4.5169e-04 - acc: 0.999 - ETA: 3s - loss: 7.2054e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9989 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00569: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5687 - val_acc: 0.8251 Epoch 571/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2081e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6423e-04 - acc: 0.998 - ETA: 4s - loss: 8.8811e-04 - acc: 0.999 - ETA: 4s - loss: 8.2109e-04 - acc: 0.999 - ETA: 4s - loss: 7.6348e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9984 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9443e-04 - acc: 0.998 - ETA: 3s - loss: 9.4764e-04 - acc: 0.998 - ETA: 3s - loss: 9.0506e-04 - acc: 0.998 - ETA: 3s - loss: 8.6613e-04 - acc: 0.998 - ETA: 3s - loss: 8.3042e-04 - acc: 0.999 - ETA: 3s - loss: 7.9754e-04 - acc: 0.999 - ETA: 3s - loss: 7.6716e-04 - acc: 0.999 - ETA: 3s - loss: 7.3901e-04 - acc: 0.999 - ETA: 3s - loss: 7.1286e-04 - acc: 0.999 - ETA: 3s - loss: 6.8849e-04 - acc: 0.999 - ETA: 3s - loss: 6.6574e-04 - acc: 0.999 - ETA: 3s - loss: 6.4444e-04 - acc: 0.999 - ETA: 2s - loss: 6.2446e-04 - acc: 0.999 - ETA: 2s - loss: 6.0641e-04 - acc: 0.999 - ETA: 2s - loss: 5.8870e-04 - acc: 0.999 - ETA: 2s - loss: 5.7201e-04 - acc: 0.999 - ETA: 2s - loss: 5.5623e-04 - acc: 0.999 - ETA: 2s - loss: 5.4130e-04 - acc: 0.999 - ETA: 2s - loss: 5.2715e-04 - acc: 0.999 - ETA: 2s - loss: 5.3367e-04 - acc: 0.999 - ETA: 2s - loss: 5.2042e-04 - acc: 0.999 - ETA: 2s - loss: 8.5857e-04 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.9988 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0013 - acc: 0.999 - ETA: 0s - loss: 0.0013 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 00570: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5653 - val_acc: 0.8240 Epoch 572/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 0.0492 - acc: 0.9971 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0657 - acc: 0.996 - ETA: 4s - loss: 0.0566 - acc: 0.996 - ETA: 4s - loss: 0.0498 - acc: 0.997 - ETA: 4s - loss: 0.0446 - acc: 0.997 - ETA: 4s - loss: 0.0402 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.998 - ETA: 3s - loss: 0.0311 - acc: 0.998 - ETA: 3s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00571: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5639 - val_acc: 0.8263 Epoch 573/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9900 - ETA: 4s - loss: 0.0041 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00572: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5689 - val_acc: 0.8251 Epoch 574/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 1.0000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1493e-04 - acc: 1.000 - ETA: 4s - loss: 8.0833e-04 - acc: 1.000 - ETA: 4s - loss: 7.2095e-04 - acc: 1.000 - ETA: 4s - loss: 6.5063e-04 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9989 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00573: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5685 - val_acc: 0.8251 Epoch 575/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0646 - acc: 0.996 - ETA: 4s - loss: 0.0528 - acc: 0.994 - ETA: 4s - loss: 0.0428 - acc: 0.995 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.995 - ETA: 4s - loss: 0.0239 - acc: 0.996 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00574: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5614 - val_acc: 0.8275 Epoch 576/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.9968e-07 - acc: 1.000 - ETA: 4s - loss: 1.8776e-07 - acc: 1.000 - ETA: 4s - loss: 1.7163e-07 - acc: 1.000 - ETA: 4s - loss: 1.6164e-07 - acc: 1.000 - ETA: 4s - loss: 1.5819e-07 - acc: 1.000 - ETA: 4s - loss: 1.5302e-07 - acc: 1.000 - ETA: 4s - loss: 1.4892e-07 - acc: 1.000 - ETA: 4s - loss: 1.4643e-07 - acc: 1.000 - ETA: 4s - loss: 1.4429e-07 - acc: 1.000 - ETA: 4s - loss: 1.4206e-07 - acc: 1.000 - ETA: 4s - loss: 1.4092e-07 - acc: 1.000 - ETA: 4s - loss: 1.3967e-07 - acc: 1.000 - ETA: 4s - loss: 1.3826e-07 - acc: 1.000 - ETA: 3s - loss: 1.3699e-07 - acc: 1.000 - ETA: 3s - loss: 1.3607e-07 - acc: 1.000 - ETA: 3s - loss: 1.3547e-07 - acc: 1.000 - ETA: 3s - loss: 7.8204e-04 - acc: 0.999 - ETA: 3s - loss: 7.4089e-04 - acc: 0.999 - ETA: 3s - loss: 7.0385e-04 - acc: 0.999 - ETA: 3s - loss: 6.7067e-04 - acc: 0.999 - ETA: 3s - loss: 6.4019e-04 - acc: 0.999 - ETA: 3s - loss: 6.1236e-04 - acc: 0.999 - ETA: 3s - loss: 5.8685e-04 - acc: 0.999 - ETA: 3s - loss: 8.9933e-04 - acc: 0.999 - ETA: 3s - loss: 8.6474e-04 - acc: 0.999 - ETA: 3s - loss: 8.3272e-04 - acc: 0.999 - ETA: 3s - loss: 8.0298e-04 - acc: 0.999 - ETA: 3s - loss: 7.7530e-04 - acc: 0.999 - ETA: 3s - loss: 7.4946e-04 - acc: 0.999 - ETA: 3s - loss: 7.2529e-04 - acc: 0.999 - ETA: 3s - loss: 7.0816e-04 - acc: 0.999 - ETA: 2s - loss: 6.8654e-04 - acc: 0.999 - ETA: 2s - loss: 6.6620e-04 - acc: 0.999 - ETA: 2s - loss: 6.4703e-04 - acc: 0.999 - ETA: 2s - loss: 6.2894e-04 - acc: 0.999 - ETA: 2s - loss: 6.1183e-04 - acc: 0.999 - ETA: 2s - loss: 5.9562e-04 - acc: 0.999 - ETA: 2s - loss: 5.8026e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9994 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8029e-04 - acc: 0.999 - ETA: 2s - loss: 9.6300e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9991 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00575: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5672 - val_acc: 0.8251 Epoch 577/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 6s - loss: 0.0800 - acc: 0.990 - ETA: 6s - loss: 0.0628 - acc: 0.992 - ETA: 6s - loss: 0.0551 - acc: 0.991 - ETA: 6s - loss: 0.0468 - acc: 0.992 - ETA: 6s - loss: 0.0407 - acc: 0.993 - ETA: 6s - loss: 0.0360 - acc: 0.994 - ETA: 6s - loss: 0.0323 - acc: 0.994 - ETA: 6s - loss: 0.0293 - acc: 0.995 - ETA: 5s - loss: 0.0268 - acc: 0.995 - ETA: 5s - loss: 0.0246 - acc: 0.996 - ETA: 5s - loss: 0.0228 - acc: 0.996 - ETA: 5s - loss: 0.0208 - acc: 0.996 - ETA: 5s - loss: 0.0191 - acc: 0.996 - ETA: 5s - loss: 0.0177 - acc: 0.997 - ETA: 5s - loss: 0.0173 - acc: 0.997 - ETA: 5s - loss: 0.0164 - acc: 0.997 - ETA: 5s - loss: 0.0156 - acc: 0.997 - ETA: 5s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 5s - loss: 0.0139 - acc: 0.997 - ETA: 5s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00576: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5656 - val_acc: 0.8251 Epoch 578/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 5s - loss: 8.1418e-04 - acc: 1.000 - ETA: 4s - loss: 6.5137e-04 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9979 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00577: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5660 - val_acc: 0.8263 Epoch 579/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2107e-07 - acc: 1.000 - ETA: 5s - loss: 1.2045e-07 - acc: 1.000 - ETA: 4s - loss: 1.2089e-07 - acc: 1.000 - ETA: 4s - loss: 1.2055e-07 - acc: 1.000 - ETA: 4s - loss: 1.2038e-07 - acc: 1.000 - ETA: 4s - loss: 8.8383e-04 - acc: 1.000 - ETA: 4s - loss: 7.6980e-04 - acc: 1.000 - ETA: 4s - loss: 6.8184e-04 - acc: 1.000 - ETA: 4s - loss: 6.1192e-04 - acc: 1.000 - ETA: 4s - loss: 5.5501e-04 - acc: 1.000 - ETA: 4s - loss: 8.0313e-04 - acc: 1.000 - ETA: 4s - loss: 7.4015e-04 - acc: 1.000 - ETA: 4s - loss: 6.8633e-04 - acc: 1.000 - ETA: 4s - loss: 6.5083e-04 - acc: 1.000 - ETA: 4s - loss: 6.0885e-04 - acc: 1.000 - ETA: 4s - loss: 5.7196e-04 - acc: 1.000 - ETA: 4s - loss: 5.3929e-04 - acc: 1.000 - ETA: 3s - loss: 5.1014e-04 - acc: 1.000 - ETA: 3s - loss: 4.8399e-04 - acc: 1.000 - ETA: 3s - loss: 4.6039e-04 - acc: 1.000 - ETA: 3s - loss: 4.3898e-04 - acc: 1.000 - ETA: 3s - loss: 4.1947e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9989 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00578: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5686 - val_acc: 0.8263 Epoch 580/2000 6600/6680 [============================>.] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9900 - ETA: 4s - loss: 0.0971 - acc: 0.988 - ETA: 4s - loss: 0.0692 - acc: 0.992 - ETA: 4s - loss: 0.0529 - acc: 0.994 - ETA: 4s - loss: 0.0442 - acc: 0.995 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00579: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5656 - val_acc: 0.8251 Epoch 581/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9969 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00580: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5655 - val_acc: 0.8263 Epoch 582/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.5212e-05 - acc: 1.000 - ETA: 4s - loss: 1.9615e-05 - acc: 1.000 - ETA: 4s - loss: 1.3616e-05 - acc: 1.000 - ETA: 4s - loss: 1.0441e-05 - acc: 1.000 - ETA: 4s - loss: 8.4794e-06 - acc: 1.000 - ETA: 4s - loss: 7.1417e-06 - acc: 1.000 - ETA: 4s - loss: 6.1731e-06 - acc: 1.000 - ETA: 4s - loss: 5.4395e-06 - acc: 1.000 - ETA: 4s - loss: 4.8643e-06 - acc: 1.000 - ETA: 4s - loss: 4.4014e-06 - acc: 1.000 - ETA: 4s - loss: 4.1101e-06 - acc: 1.000 - ETA: 4s - loss: 3.7775e-06 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9981 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7881e-04 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.9985 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9997e-04 - acc: 0.998 - ETA: 3s - loss: 9.7013e-04 - acc: 0.998 - ETA: 3s - loss: 9.4201e-04 - acc: 0.998 - ETA: 3s - loss: 9.2197e-04 - acc: 0.998 - ETA: 3s - loss: 8.9654e-04 - acc: 0.999 - ETA: 3s - loss: 8.7837e-04 - acc: 0.999 - ETA: 2s - loss: 8.5526e-04 - acc: 0.999 - ETA: 2s - loss: 8.3333e-04 - acc: 0.999 - ETA: 2s - loss: 8.1250e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9988 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 00581: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5609 - val_acc: 0.8263 Epoch 583/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3643e-07 - acc: 1.000 - ETA: 4s - loss: 1.3159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2868e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.9180e-04 - acc: 1.000 - ETA: 4s - loss: 8.5013e-04 - acc: 1.000 - ETA: 4s - loss: 9.7900e-04 - acc: 1.000 - ETA: 4s - loss: 8.7024e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9987 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00582: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5635 - val_acc: 0.8275 Epoch 584/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1988e-07 - acc: 1.000 - ETA: 4s - loss: 1.1982e-07 - acc: 1.000 - ETA: 4s - loss: 1.1984e-07 - acc: 1.000 - ETA: 4s - loss: 1.1979e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1970e-07 - acc: 1.000 - ETA: 4s - loss: 1.2315e-07 - acc: 1.000 - ETA: 4s - loss: 1.2287e-07 - acc: 1.000 - ETA: 4s - loss: 1.2263e-07 - acc: 1.000 - ETA: 4s - loss: 1.2242e-07 - acc: 1.000 - ETA: 4s - loss: 1.2223e-07 - acc: 1.000 - ETA: 4s - loss: 1.2207e-07 - acc: 1.000 - ETA: 4s - loss: 1.2192e-07 - acc: 1.000 - ETA: 3s - loss: 1.2178e-07 - acc: 1.000 - ETA: 3s - loss: 1.2166e-07 - acc: 1.000 - ETA: 3s - loss: 1.2162e-07 - acc: 1.000 - ETA: 3s - loss: 1.2155e-07 - acc: 1.000 - ETA: 3s - loss: 1.2158e-07 - acc: 1.000 - ETA: 3s - loss: 1.2148e-07 - acc: 1.000 - ETA: 3s - loss: 1.2225e-07 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8727e-04 - acc: 0.999 - ETA: 3s - loss: 9.5736e-04 - acc: 0.999 - ETA: 3s - loss: 9.2920e-04 - acc: 0.999 - ETA: 3s - loss: 9.0266e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9997 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.9989Epoch 00583: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5619 - val_acc: 0.8275 Epoch 585/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 4s - loss: 1.4190e-07 - acc: 1.000 - ETA: 4s - loss: 1.3656e-07 - acc: 1.000 - ETA: 4s - loss: 1.3780e-07 - acc: 1.000 - ETA: 4s - loss: 1.3548e-07 - acc: 1.000 - ETA: 4s - loss: 1.3315e-07 - acc: 1.000 - ETA: 4s - loss: 1.3141e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00584: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5634 - val_acc: 0.8263 Epoch 586/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0259 - acc: 0.9900 - ETA: 4s - loss: 0.0171 - acc: 0.994 - ETA: 4s - loss: 0.0119 - acc: 0.996 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00585: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5655 - val_acc: 0.8263 Epoch 587/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9983 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00586: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5636 - val_acc: 0.8275 Epoch 588/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2338e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 1.0858e-05 - acc: 1.000 - ETA: 4s - loss: 9.8130e-06 - acc: 1.000 - ETA: 4s - loss: 8.9517e-06 - acc: 1.000 - ETA: 4s - loss: 8.2307e-06 - acc: 1.000 - ETA: 4s - loss: 1.2636e-04 - acc: 1.000 - ETA: 4s - loss: 1.1750e-04 - acc: 1.000 - ETA: 4s - loss: 1.0980e-04 - acc: 1.000 - ETA: 4s - loss: 6.9388e-04 - acc: 0.999 - ETA: 4s - loss: 6.5367e-04 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.9986 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00587: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5622 - val_acc: 0.8263 Epoch 589/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9900 - ETA: 5s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0340 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00588: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5658 - val_acc: 0.8275 Epoch 590/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 0.9958 - ETA: 4s - loss: 0.0024 - acc: 0.996 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.5588e-04 - acc: 0.999 - ETA: 4s - loss: 8.8237e-04 - acc: 0.999 - ETA: 4s - loss: 8.3425e-04 - acc: 0.999 - ETA: 4s - loss: 7.7770e-04 - acc: 0.999 - ETA: 4s - loss: 7.2833e-04 - acc: 0.999 - ETA: 4s - loss: 6.9523e-04 - acc: 0.999 - ETA: 4s - loss: 6.5551e-04 - acc: 0.999 - ETA: 4s - loss: 6.2008e-04 - acc: 0.999 - ETA: 3s - loss: 5.8829e-04 - acc: 0.999 - ETA: 3s - loss: 5.5960e-04 - acc: 0.999 - ETA: 3s - loss: 5.3358e-04 - acc: 0.999 - ETA: 3s - loss: 5.0987e-04 - acc: 0.999 - ETA: 3s - loss: 4.8818e-04 - acc: 0.999 - ETA: 3s - loss: 4.6826e-04 - acc: 0.999 - ETA: 3s - loss: 4.4990e-04 - acc: 0.999 - ETA: 3s - loss: 4.3293e-04 - acc: 0.999 - ETA: 3s - loss: 4.1719e-04 - acc: 0.999 - ETA: 3s - loss: 4.0362e-04 - acc: 0.999 - ETA: 3s - loss: 3.9327e-04 - acc: 0.999 - ETA: 3s - loss: 3.8344e-04 - acc: 0.999 - ETA: 3s - loss: 3.7108e-04 - acc: 0.999 - ETA: 3s - loss: 3.5948e-04 - acc: 0.999 - ETA: 3s - loss: 3.9786e-04 - acc: 0.999 - ETA: 3s - loss: 3.8617e-04 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.9989 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00589: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5659 - val_acc: 0.8263 Epoch 591/2000 6620/6680 [============================>.] - ETA: 4s - loss: 0.1052 - acc: 0.950 - ETA: 5s - loss: 0.0210 - acc: 0.990 - ETA: 5s - loss: 0.0117 - acc: 0.994 - ETA: 4s - loss: 0.0081 - acc: 0.996 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00590: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5619 - val_acc: 0.8287 Epoch 592/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2186e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2063e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 4s - loss: 1.2014e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.2000e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00591: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5632 - val_acc: 0.8275 Epoch 593/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 1.2402e-07 - acc: 1.000 - ETA: 4s - loss: 1.2289e-07 - acc: 1.000 - ETA: 4s - loss: 1.2276e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2178e-07 - acc: 1.000 - ETA: 4s - loss: 1.3104e-07 - acc: 1.000 - ETA: 4s - loss: 1.3002e-07 - acc: 1.000 - ETA: 4s - loss: 1.2917e-07 - acc: 1.000 - ETA: 4s - loss: 1.2844e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2742e-07 - acc: 1.000 - ETA: 4s - loss: 1.2764e-07 - acc: 1.000 - ETA: 4s - loss: 1.2705e-07 - acc: 1.000 - ETA: 4s - loss: 1.2668e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9992 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00592: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5621 - val_acc: 0.8275 Epoch 594/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 1.1961e-07 - acc: 1.000 - ETA: 5s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.2206e-07 - acc: 1.000 - ETA: 4s - loss: 1.2164e-07 - acc: 1.000 - ETA: 4s - loss: 1.2132e-07 - acc: 1.000 - ETA: 4s - loss: 1.2125e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2087e-07 - acc: 1.000 - ETA: 4s - loss: 1.2073e-07 - acc: 1.000 - ETA: 4s - loss: 1.2085e-07 - acc: 1.000 - ETA: 4s - loss: 1.2073e-07 - acc: 1.000 - ETA: 4s - loss: 1.2093e-07 - acc: 1.000 - ETA: 4s - loss: 8.4188e-04 - acc: 0.999 - ETA: 4s - loss: 7.9163e-04 - acc: 0.999 - ETA: 4s - loss: 7.4703e-04 - acc: 0.999 - ETA: 3s - loss: 7.0720e-04 - acc: 0.999 - ETA: 3s - loss: 6.8000e-04 - acc: 0.999 - ETA: 3s - loss: 6.4684e-04 - acc: 0.999 - ETA: 3s - loss: 6.1676e-04 - acc: 0.999 - ETA: 3s - loss: 5.8935e-04 - acc: 0.999 - ETA: 3s - loss: 5.6428e-04 - acc: 0.999 - ETA: 3s - loss: 5.4125e-04 - acc: 0.999 - ETA: 3s - loss: 5.2003e-04 - acc: 0.999 - ETA: 3s - loss: 5.3047e-04 - acc: 0.999 - ETA: 3s - loss: 5.1100e-04 - acc: 0.999 - ETA: 3s - loss: 4.9292e-04 - acc: 0.999 - ETA: 3s - loss: 4.7607e-04 - acc: 0.999 - ETA: 3s - loss: 4.6417e-04 - acc: 0.999 - ETA: 3s - loss: 4.4920e-04 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.9992 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00593: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5644 - val_acc: 0.8275 Epoch 595/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 4.1125e-06 - acc: 1.000 - ETA: 5s - loss: 3.1147e-06 - acc: 1.000 - ETA: 5s - loss: 2.3682e-06 - acc: 1.000 - ETA: 5s - loss: 1.9187e-06 - acc: 1.000 - ETA: 4s - loss: 1.6188e-06 - acc: 1.000 - ETA: 4s - loss: 1.4050e-06 - acc: 1.000 - ETA: 4s - loss: 1.2445e-06 - acc: 1.000 - ETA: 4s - loss: 1.1199e-06 - acc: 1.000 - ETA: 4s - loss: 1.0201e-06 - acc: 1.000 - ETA: 4s - loss: 9.3819e-07 - acc: 1.000 - ETA: 4s - loss: 8.6994e-07 - acc: 1.000 - ETA: 4s - loss: 4.2476e-06 - acc: 1.000 - ETA: 4s - loss: 3.9528e-06 - acc: 1.000 - ETA: 4s - loss: 3.6972e-06 - acc: 1.000 - ETA: 4s - loss: 3.4736e-06 - acc: 1.000 - ETA: 4s - loss: 3.2781e-06 - acc: 1.000 - ETA: 4s - loss: 3.1026e-06 - acc: 1.000 - ETA: 4s - loss: 2.9456e-06 - acc: 1.000 - ETA: 3s - loss: 2.8043e-06 - acc: 1.000 - ETA: 3s - loss: 2.6768e-06 - acc: 1.000 - ETA: 3s - loss: 2.5608e-06 - acc: 1.000 - ETA: 3s - loss: 2.4607e-06 - acc: 1.000 - ETA: 3s - loss: 2.3647e-06 - acc: 1.000 - ETA: 3s - loss: 2.2749e-06 - acc: 1.000 - ETA: 3s - loss: 2.1924e-06 - acc: 1.000 - ETA: 3s - loss: 2.1156e-06 - acc: 1.000 - ETA: 3s - loss: 2.0444e-06 - acc: 1.000 - ETA: 3s - loss: 3.5630e-04 - acc: 0.999 - ETA: 3s - loss: 3.4442e-04 - acc: 0.999 - ETA: 3s - loss: 3.3332e-04 - acc: 0.999 - ETA: 3s - loss: 3.2290e-04 - acc: 0.999 - ETA: 3s - loss: 3.1312e-04 - acc: 0.999 - ETA: 3s - loss: 3.0392e-04 - acc: 0.999 - ETA: 3s - loss: 2.9524e-04 - acc: 0.999 - ETA: 2s - loss: 2.8905e-04 - acc: 0.999 - ETA: 2s - loss: 2.8311e-04 - acc: 0.999 - ETA: 2s - loss: 2.7556e-04 - acc: 0.999 - ETA: 2s - loss: 2.6841e-04 - acc: 0.999 - ETA: 2s - loss: 2.6162e-04 - acc: 0.999 - ETA: 2s - loss: 2.5516e-04 - acc: 0.999 - ETA: 2s - loss: 2.5052e-04 - acc: 0.999 - ETA: 2s - loss: 2.4460e-04 - acc: 0.999 - ETA: 2s - loss: 2.4033e-04 - acc: 0.999 - ETA: 2s - loss: 2.3487e-04 - acc: 0.999 - ETA: 2s - loss: 2.2966e-04 - acc: 0.999 - ETA: 2s - loss: 2.2467e-04 - acc: 0.999 - ETA: 2s - loss: 2.1989e-04 - acc: 0.999 - ETA: 2s - loss: 2.1531e-04 - acc: 0.999 - ETA: 2s - loss: 2.1092e-04 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.9995 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00594: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5618 - val_acc: 0.8275 Epoch 596/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2009e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1986e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1976e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00595: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5604 - val_acc: 0.8275 Epoch 597/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6213e-06 - acc: 1.000 - ETA: 4s - loss: 1.2812e-06 - acc: 1.000 - ETA: 4s - loss: 1.0599e-06 - acc: 1.000 - ETA: 4s - loss: 9.0984e-07 - acc: 1.000 - ETA: 4s - loss: 8.0325e-07 - acc: 1.000 - ETA: 4s - loss: 7.3145e-07 - acc: 1.000 - ETA: 4s - loss: 6.7283e-07 - acc: 1.000 - ETA: 4s - loss: 6.1882e-07 - acc: 1.000 - ETA: 4s - loss: 5.7441e-07 - acc: 1.000 - ETA: 4s - loss: 5.3731e-07 - acc: 1.000 - ETA: 4s - loss: 5.0677e-07 - acc: 1.000 - ETA: 4s - loss: 4.7957e-07 - acc: 1.000 - ETA: 4s - loss: 4.5594e-07 - acc: 1.000 - ETA: 4s - loss: 4.3531e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9993 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9989Epoch 00596: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5639 - val_acc: 0.8275 Epoch 598/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 5s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2009e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9986 - ETA: 4s - loss: 9.1315e-04 - acc: 0.998 - ETA: 4s - loss: 8.3199e-04 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.9990 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.7745e-04 - acc: 0.999 - ETA: 4s - loss: 9.1337e-04 - acc: 0.999 - ETA: 4s - loss: 8.7056e-04 - acc: 0.999 - ETA: 4s - loss: 8.3158e-04 - acc: 0.999 - ETA: 4s - loss: 7.8474e-04 - acc: 0.999 - ETA: 4s - loss: 7.4289e-04 - acc: 0.999 - ETA: 3s - loss: 7.0529e-04 - acc: 0.999 - ETA: 3s - loss: 6.7130e-04 - acc: 0.999 - ETA: 3s - loss: 6.4044e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9989 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00597: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5635 - val_acc: 0.8275 Epoch 599/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 5s - loss: 1.2130e-07 - acc: 1.000 - ETA: 4s - loss: 1.2095e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2037e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2038e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9991 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00598: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5607 - val_acc: 0.8275 Epoch 600/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 5s - loss: 1.2331e-07 - acc: 1.000 - ETA: 5s - loss: 0.0124 - acc: 0.9958 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00599: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5609 - val_acc: 0.8275 Epoch 601/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00600: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5623 - val_acc: 0.8263 Epoch 602/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0330 - acc: 0.9900 - ETA: 5s - loss: 0.0206 - acc: 0.993 - ETA: 5s - loss: 0.0138 - acc: 0.995 - ETA: 5s - loss: 0.0110 - acc: 0.996 - ETA: 5s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00601: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5615 - val_acc: 0.8275 Epoch 603/2000 6620/6680 [============================>.] - ETA: 5s - loss: 3.0994e-07 - acc: 1.000 - ETA: 5s - loss: 1.5736e-07 - acc: 1.000 - ETA: 4s - loss: 1.4736e-07 - acc: 1.000 - ETA: 4s - loss: 1.4053e-07 - acc: 1.000 - ETA: 4s - loss: 1.3621e-07 - acc: 1.000 - ETA: 4s - loss: 1.3298e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9980 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00602: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5621 - val_acc: 0.8275 Epoch 604/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4702e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3523e-07 - acc: 1.000 - ETA: 5s - loss: 1.3217e-07 - acc: 1.000 - ETA: 4s - loss: 1.3001e-07 - acc: 1.000 - ETA: 4s - loss: 1.3017e-07 - acc: 1.000 - ETA: 4s - loss: 1.2911e-07 - acc: 1.000 - ETA: 4s - loss: 1.2841e-07 - acc: 1.000 - ETA: 4s - loss: 1.2744e-07 - acc: 1.000 - ETA: 4s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 3.0367e-07 - acc: 1.000 - ETA: 4s - loss: 2.8892e-07 - acc: 1.000 - ETA: 4s - loss: 4.3801e-07 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00603: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5640 - val_acc: 0.8263 Epoch 605/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2252e-07 - acc: 1.000 - ETA: 5s - loss: 1.2169e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 5s - loss: 1.2078e-07 - acc: 1.000 - ETA: 5s - loss: 1.2076e-07 - acc: 1.000 - ETA: 4s - loss: 1.2142e-07 - acc: 1.000 - ETA: 4s - loss: 1.2113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2074e-07 - acc: 1.000 - ETA: 4s - loss: 1.2060e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 5.1537e-04 - acc: 1.000 - ETA: 4s - loss: 4.8213e-04 - acc: 1.000 - ETA: 4s - loss: 4.5988e-04 - acc: 1.000 - ETA: 4s - loss: 4.3323e-04 - acc: 1.000 - ETA: 4s - loss: 4.0950e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9994 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7278e-04 - acc: 0.999 - ETA: 3s - loss: 9.2857e-04 - acc: 0.999 - ETA: 3s - loss: 8.8820e-04 - acc: 0.999 - ETA: 3s - loss: 8.5119e-04 - acc: 0.999 - ETA: 3s - loss: 8.1715e-04 - acc: 0.999 - ETA: 3s - loss: 7.8573e-04 - acc: 0.999 - ETA: 3s - loss: 7.5663e-04 - acc: 0.999 - ETA: 3s - loss: 7.2961e-04 - acc: 0.999 - ETA: 3s - loss: 7.1058e-04 - acc: 0.999 - ETA: 3s - loss: 6.8670e-04 - acc: 0.999 - ETA: 3s - loss: 6.6437e-04 - acc: 0.999 - ETA: 3s - loss: 6.4345e-04 - acc: 0.999 - ETA: 3s - loss: 6.2381e-04 - acc: 0.999 - ETA: 3s - loss: 8.7438e-04 - acc: 0.999 - ETA: 3s - loss: 8.9192e-04 - acc: 0.999 - ETA: 3s - loss: 8.7308e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9990 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00604: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5647 - val_acc: 0.8275 Epoch 606/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00605: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5695 - val_acc: 0.8263 Epoch 607/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2338e-07 - acc: 1.000 - ETA: 5s - loss: 1.2153e-07 - acc: 1.000 - ETA: 4s - loss: 1.2081e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2105e-07 - acc: 1.000 - ETA: 4s - loss: 1.2076e-07 - acc: 1.000 - ETA: 4s - loss: 1.2055e-07 - acc: 1.000 - ETA: 4s - loss: 1.2038e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 4s - loss: 1.2007e-07 - acc: 1.000 - ETA: 4s - loss: 1.2000e-07 - acc: 1.000 - ETA: 4s - loss: 1.2005e-07 - acc: 1.000 - ETA: 4s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 4.6342e-04 - acc: 1.000 - ETA: 4s - loss: 4.3656e-04 - acc: 1.000 - ETA: 4s - loss: 4.1265e-04 - acc: 1.000 - ETA: 3s - loss: 0.0109 - acc: 0.9994 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00606: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5651 - val_acc: 0.8275 Epoch 608/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7604e-04 - acc: 1.000 - ETA: 5s - loss: 1.3465e-04 - acc: 1.000 - ETA: 4s - loss: 1.0902e-04 - acc: 1.000 - ETA: 4s - loss: 9.1600e-05 - acc: 1.000 - ETA: 4s - loss: 7.9576e-05 - acc: 1.000 - ETA: 4s - loss: 6.9945e-05 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0385 - acc: 0.996 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0380 - acc: 0.996 - ETA: 4s - loss: 0.0364 - acc: 0.996 - ETA: 4s - loss: 0.0350 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00607: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5626 - val_acc: 0.8275 Epoch 609/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2086e-07 - acc: 1.000 - ETA: 5s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2560e-07 - acc: 1.000 - ETA: 4s - loss: 1.2600e-07 - acc: 1.000 - ETA: 4s - loss: 1.2507e-07 - acc: 1.000 - ETA: 4s - loss: 1.2436e-07 - acc: 1.000 - ETA: 4s - loss: 1.2541e-07 - acc: 1.000 - ETA: 4s - loss: 1.2481e-07 - acc: 1.000 - ETA: 4s - loss: 1.2497e-07 - acc: 1.000 - ETA: 4s - loss: 1.2486e-07 - acc: 1.000 - ETA: 4s - loss: 1.2442e-07 - acc: 1.000 - ETA: 4s - loss: 1.2484e-07 - acc: 1.000 - ETA: 4s - loss: 6.7767e-04 - acc: 0.999 - ETA: 4s - loss: 6.4435e-04 - acc: 0.999 - ETA: 4s - loss: 6.0470e-04 - acc: 0.999 - ETA: 4s - loss: 5.6965e-04 - acc: 0.999 - ETA: 4s - loss: 5.4592e-04 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.9987 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00608: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5655 - val_acc: 0.8275 Epoch 610/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2045e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 0.0403 - acc: 0.9975 - ETA: 5s - loss: 0.0374 - acc: 0.995 - ETA: 4s - loss: 0.0335 - acc: 0.994 - ETA: 4s - loss: 0.0302 - acc: 0.995 - ETA: 4s - loss: 0.0266 - acc: 0.995 - ETA: 4s - loss: 0.0238 - acc: 0.996 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00609: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5672 - val_acc: 0.8263 Epoch 611/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1970e-05 - acc: 1.000 - ETA: 5s - loss: 1.2262e-05 - acc: 1.000 - ETA: 4s - loss: 8.5255e-06 - acc: 1.000 - ETA: 4s - loss: 6.5476e-06 - acc: 1.000 - ETA: 4s - loss: 5.3234e-06 - acc: 1.000 - ETA: 4s - loss: 4.4910e-06 - acc: 1.000 - ETA: 4s - loss: 3.8884e-06 - acc: 1.000 - ETA: 4s - loss: 3.4317e-06 - acc: 1.000 - ETA: 4s - loss: 3.1562e-06 - acc: 1.000 - ETA: 4s - loss: 2.9225e-06 - acc: 1.000 - ETA: 4s - loss: 2.6637e-06 - acc: 1.000 - ETA: 4s - loss: 2.4472e-06 - acc: 1.000 - ETA: 4s - loss: 2.9765e-06 - acc: 1.000 - ETA: 4s - loss: 2.7691e-06 - acc: 1.000 - ETA: 4s - loss: 2.5894e-06 - acc: 1.000 - ETA: 4s - loss: 2.4326e-06 - acc: 1.000 - ETA: 4s - loss: 2.2946e-06 - acc: 1.000 - ETA: 4s - loss: 2.1723e-06 - acc: 1.000 - ETA: 4s - loss: 2.0628e-06 - acc: 1.000 - ETA: 3s - loss: 1.9645e-06 - acc: 1.000 - ETA: 3s - loss: 1.8757e-06 - acc: 1.000 - ETA: 3s - loss: 1.7949e-06 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9995 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00610: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5659 - val_acc: 0.8263 Epoch 612/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.2011e-07 - acc: 1.000 - ETA: 4s - loss: 1.2111e-07 - acc: 1.000 - ETA: 4s - loss: 1.2127e-07 - acc: 1.000 - ETA: 4s - loss: 1.2113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2141e-07 - acc: 1.000 - ETA: 4s - loss: 1.2124e-07 - acc: 1.000 - ETA: 4s - loss: 0.0149 - acc: 0.9991 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00611: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5650 - val_acc: 0.8275 Epoch 613/2000 6620/6680 [============================>.] - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 5s - loss: 0.1618 - acc: 0.990 - ETA: 5s - loss: 0.1011 - acc: 0.993 - ETA: 5s - loss: 0.0674 - acc: 0.995 - ETA: 5s - loss: 0.0539 - acc: 0.996 - ETA: 5s - loss: 0.0426 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.996 - ETA: 4s - loss: 0.0223 - acc: 0.996 - ETA: 4s - loss: 0.0215 - acc: 0.995 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0183 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.995 - ETA: 4s - loss: 0.0276 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.996 - ETA: 4s - loss: 0.0249 - acc: 0.996 - ETA: 4s - loss: 0.0239 - acc: 0.996 - ETA: 4s - loss: 0.0230 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00612: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5695 - val_acc: 0.8275 Epoch 614/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0215 - acc: 0.9900 - ETA: 5s - loss: 0.0119 - acc: 0.994 - ETA: 5s - loss: 0.0083 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00613: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5620 - val_acc: 0.8287 Epoch 615/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00614: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5646 - val_acc: 0.8287 Epoch 616/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0267 - acc: 0.996 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0330 - acc: 0.996 - ETA: 4s - loss: 0.0308 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00615: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5622 - val_acc: 0.8263 Epoch 617/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2083e-07 - acc: 1.000 - ETA: 5s - loss: 1.2049e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2002e-07 - acc: 1.000 - ETA: 5s - loss: 9.6311e-04 - acc: 1.000 - ETA: 5s - loss: 8.6349e-04 - acc: 1.000 - ETA: 5s - loss: 7.8255e-04 - acc: 1.000 - ETA: 5s - loss: 6.9562e-04 - acc: 1.000 - ETA: 4s - loss: 6.2607e-04 - acc: 1.000 - ETA: 4s - loss: 5.6917e-04 - acc: 1.000 - ETA: 4s - loss: 5.3285e-04 - acc: 1.000 - ETA: 4s - loss: 0.0163 - acc: 0.9990 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9986Epoch 00616: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5630 - val_acc: 0.8287 Epoch 618/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2696e-07 - acc: 1.000 - ETA: 5s - loss: 1.2351e-07 - acc: 1.000 - ETA: 5s - loss: 1.2357e-07 - acc: 1.000 - ETA: 4s - loss: 1.2254e-07 - acc: 1.000 - ETA: 4s - loss: 1.2191e-07 - acc: 1.000 - ETA: 4s - loss: 1.2207e-07 - acc: 1.000 - ETA: 4s - loss: 3.8560e-07 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 0.9985 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.996 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 00617: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5624 - val_acc: 0.8263 Epoch 619/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00618: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5607 - val_acc: 0.8263 Epoch 620/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2182e-07 - acc: 1.000 - ETA: 5s - loss: 1.2095e-07 - acc: 1.000 - ETA: 5s - loss: 1.2060e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.4965e-06 - acc: 1.000 - ETA: 4s - loss: 1.2846e-06 - acc: 1.000 - ETA: 4s - loss: 1.1292e-06 - acc: 1.000 - ETA: 4s - loss: 1.0146e-06 - acc: 1.000 - ETA: 4s - loss: 9.2035e-07 - acc: 1.000 - ETA: 4s - loss: 8.4462e-07 - acc: 1.000 - ETA: 4s - loss: 7.8510e-07 - acc: 1.000 - ETA: 4s - loss: 7.3183e-07 - acc: 1.000 - ETA: 4s - loss: 6.8645e-07 - acc: 1.000 - ETA: 4s - loss: 6.8086e-04 - acc: 0.999 - ETA: 4s - loss: 6.3695e-04 - acc: 0.999 - ETA: 4s - loss: 6.0755e-04 - acc: 0.999 - ETA: 4s - loss: 5.7234e-04 - acc: 0.999 - ETA: 4s - loss: 5.4099e-04 - acc: 0.999 - ETA: 4s - loss: 5.1289e-04 - acc: 0.999 - ETA: 3s - loss: 4.8757e-04 - acc: 0.999 - ETA: 3s - loss: 4.6463e-04 - acc: 0.999 - ETA: 3s - loss: 4.4879e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9989 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00619: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5625 - val_acc: 0.8275 Epoch 621/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2134e-07 - acc: 1.000 - ETA: 5s - loss: 1.2056e-07 - acc: 1.000 - ETA: 5s - loss: 1.2060e-07 - acc: 1.000 - ETA: 5s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 1.2012e-07 - acc: 1.000 - ETA: 4s - loss: 1.1998e-07 - acc: 1.000 - ETA: 4s - loss: 1.1988e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.2073e-07 - acc: 1.000 - ETA: 4s - loss: 7.7541e-04 - acc: 0.999 - ETA: 4s - loss: 7.1902e-04 - acc: 0.999 - ETA: 4s - loss: 6.8184e-04 - acc: 0.999 - ETA: 4s - loss: 6.3786e-04 - acc: 0.999 - ETA: 4s - loss: 5.9921e-04 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.9986 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 00620: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5637 - val_acc: 0.8275 Epoch 622/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 1.5511e-04 - acc: 1.000 - ETA: 4s - loss: 1.1636e-04 - acc: 1.000 - ETA: 5s - loss: 9.8010e-05 - acc: 1.000 - ETA: 4s - loss: 8.0986e-05 - acc: 1.000 - ETA: 4s - loss: 7.1655e-05 - acc: 1.000 - ETA: 4s - loss: 6.2117e-05 - acc: 1.000 - ETA: 4s - loss: 5.4823e-05 - acc: 1.000 - ETA: 4s - loss: 4.9065e-05 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9988 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8647e-04 - acc: 0.999 - ETA: 3s - loss: 9.4214e-04 - acc: 0.999 - ETA: 3s - loss: 9.0162e-04 - acc: 0.999 - ETA: 3s - loss: 8.6445e-04 - acc: 0.999 - ETA: 3s - loss: 8.3022e-04 - acc: 0.999 - ETA: 3s - loss: 7.9860e-04 - acc: 0.999 - ETA: 3s - loss: 7.7642e-04 - acc: 0.999 - ETA: 3s - loss: 7.5543e-04 - acc: 0.999 - ETA: 3s - loss: 7.2916e-04 - acc: 0.999 - ETA: 3s - loss: 7.1063e-04 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.9992 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 00621: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5701 - val_acc: 0.8299 Epoch 623/2000 6600/6680 [============================>.] - ETA: 4s - loss: 0.0492 - acc: 0.950 - ETA: 5s - loss: 0.0098 - acc: 0.990 - ETA: 5s - loss: 0.0055 - acc: 0.994 - ETA: 5s - loss: 0.0041 - acc: 0.995 - ETA: 5s - loss: 0.0033 - acc: 0.996 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00622: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5706 - val_acc: 0.8275 Epoch 624/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 5s - loss: 0.0336 - acc: 0.997 - ETA: 5s - loss: 0.0298 - acc: 0.998 - ETA: 5s - loss: 0.0335 - acc: 0.995 - ETA: 4s - loss: 0.0295 - acc: 0.995 - ETA: 4s - loss: 0.0264 - acc: 0.996 - ETA: 4s - loss: 0.0239 - acc: 0.996 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.996 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00623: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5662 - val_acc: 0.8287 Epoch 625/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3879e-07 - acc: 1.000 - ETA: 5s - loss: 1.3167e-07 - acc: 1.000 - ETA: 5s - loss: 1.2835e-07 - acc: 1.000 - ETA: 5s - loss: 1.2683e-07 - acc: 1.000 - ETA: 5s - loss: 1.2544e-07 - acc: 1.000 - ETA: 5s - loss: 1.2448e-07 - acc: 1.000 - ETA: 4s - loss: 1.2378e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00624: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5648 - val_acc: 0.8287 Epoch 626/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.5868e-04 - acc: 1.000 - ETA: 5s - loss: 7.4026e-04 - acc: 1.000 - ETA: 4s - loss: 6.5054e-04 - acc: 1.000 - ETA: 4s - loss: 5.8023e-04 - acc: 1.000 - ETA: 4s - loss: 5.2363e-04 - acc: 1.000 - ETA: 4s - loss: 4.7710e-04 - acc: 1.000 - ETA: 4s - loss: 4.3816e-04 - acc: 1.000 - ETA: 4s - loss: 4.0510e-04 - acc: 1.000 - ETA: 4s - loss: 3.7668e-04 - acc: 1.000 - ETA: 4s - loss: 3.5199e-04 - acc: 1.000 - ETA: 4s - loss: 3.3550e-04 - acc: 1.000 - ETA: 4s - loss: 3.1577e-04 - acc: 1.000 - ETA: 4s - loss: 2.9823e-04 - acc: 1.000 - ETA: 4s - loss: 3.4641e-04 - acc: 1.000 - ETA: 4s - loss: 3.2909e-04 - acc: 1.000 - ETA: 4s - loss: 3.1343e-04 - acc: 1.000 - ETA: 3s - loss: 3.0262e-04 - acc: 1.000 - ETA: 3s - loss: 2.8933e-04 - acc: 1.000 - ETA: 3s - loss: 2.7715e-04 - acc: 1.000 - ETA: 3s - loss: 2.6596e-04 - acc: 1.000 - ETA: 3s - loss: 2.5563e-04 - acc: 1.000 - ETA: 3s - loss: 2.4840e-04 - acc: 1.000 - ETA: 3s - loss: 2.4157e-04 - acc: 1.000 - ETA: 3s - loss: 2.3510e-04 - acc: 1.000 - ETA: 3s - loss: 2.2897e-04 - acc: 1.000 - ETA: 3s - loss: 2.2128e-04 - acc: 1.000 - ETA: 3s - loss: 2.1409e-04 - acc: 1.000 - ETA: 3s - loss: 2.0735e-04 - acc: 1.000 - ETA: 3s - loss: 2.0102e-04 - acc: 1.000 - ETA: 3s - loss: 1.9507e-04 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9996 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00625: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5649 - val_acc: 0.8275 Epoch 627/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0101 - acc: 0.9900 - ETA: 4s - loss: 0.0056 - acc: 0.994 - ETA: 4s - loss: 0.0039 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.7106e-04 - acc: 0.999 - ETA: 4s - loss: 9.1810e-04 - acc: 0.999 - ETA: 4s - loss: 8.5586e-04 - acc: 0.999 - ETA: 4s - loss: 8.0153e-04 - acc: 0.999 - ETA: 4s - loss: 7.5368e-04 - acc: 0.999 - ETA: 4s - loss: 7.1123e-04 - acc: 0.999 - ETA: 4s - loss: 6.7330e-04 - acc: 0.999 - ETA: 3s - loss: 6.3922e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9994 - ETA: 3s - loss: 9.6981e-04 - acc: 0.999 - ETA: 3s - loss: 9.2671e-04 - acc: 0.999 - ETA: 3s - loss: 8.8728e-04 - acc: 0.999 - ETA: 3s - loss: 8.5107e-04 - acc: 0.999 - ETA: 3s - loss: 8.1770e-04 - acc: 0.999 - ETA: 3s - loss: 7.8685e-04 - acc: 0.999 - ETA: 3s - loss: 7.5824e-04 - acc: 0.999 - ETA: 3s - loss: 7.3164e-04 - acc: 0.999 - ETA: 3s - loss: 7.0684e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9992 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00626: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5651 - val_acc: 0.8287 Epoch 628/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9983 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7708e-04 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00627: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5644 - val_acc: 0.8275 Epoch 629/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.6597e-04 - acc: 1.000 - ETA: 4s - loss: 0.0065 - acc: 0.9982 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00628: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5641 - val_acc: 0.8275 Epoch 630/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2083e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 4s - loss: 1.1999e-07 - acc: 1.000 - ETA: 4s - loss: 4.8206e-07 - acc: 1.000 - ETA: 4s - loss: 4.3524e-07 - acc: 1.000 - ETA: 4s - loss: 3.9912e-07 - acc: 1.000 - ETA: 4s - loss: 3.7041e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9988 - ETA: 4s - loss: 9.8238e-04 - acc: 0.998 - ETA: 4s - loss: 9.0534e-04 - acc: 0.999 - ETA: 4s - loss: 8.3951e-04 - acc: 0.999 - ETA: 4s - loss: 7.9609e-04 - acc: 0.999 - ETA: 4s - loss: 7.5694e-04 - acc: 0.999 - ETA: 4s - loss: 7.1037e-04 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00629: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5624 - val_acc: 0.8287 Epoch 631/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 6.7421e-07 - acc: 1.000 - ETA: 5s - loss: 5.5369e-07 - acc: 1.000 - ETA: 4s - loss: 4.7497e-07 - acc: 1.000 - ETA: 4s - loss: 4.2024e-07 - acc: 1.000 - ETA: 4s - loss: 6.5917e-07 - acc: 1.000 - ETA: 4s - loss: 5.9845e-07 - acc: 1.000 - ETA: 4s - loss: 5.4800e-07 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9988 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00630: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5627 - val_acc: 0.8299 Epoch 632/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9759e-04 - acc: 1.000 - ETA: 4s - loss: 8.0057e-04 - acc: 1.000 - ETA: 4s - loss: 7.2247e-04 - acc: 1.000 - ETA: 4s - loss: 6.5826e-04 - acc: 1.000 - ETA: 4s - loss: 6.0481e-04 - acc: 1.000 - ETA: 4s - loss: 5.5918e-04 - acc: 1.000 - ETA: 4s - loss: 5.2923e-04 - acc: 1.000 - ETA: 4s - loss: 4.9396e-04 - acc: 1.000 - ETA: 4s - loss: 4.6309e-04 - acc: 1.000 - ETA: 4s - loss: 4.3586e-04 - acc: 1.000 - ETA: 4s - loss: 4.1165e-04 - acc: 1.000 - ETA: 4s - loss: 3.9519e-04 - acc: 1.000 - ETA: 4s - loss: 7.4072e-04 - acc: 1.000 - ETA: 3s - loss: 7.0503e-04 - acc: 1.000 - ETA: 3s - loss: 6.7262e-04 - acc: 1.000 - ETA: 3s - loss: 6.4306e-04 - acc: 1.000 - ETA: 3s - loss: 6.1599e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9995 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00631: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5617 - val_acc: 0.8299 Epoch 633/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9976 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00632: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5644 - val_acc: 0.8287 Epoch 634/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 6.9412e-04 - acc: 1.000 - ETA: 4s - loss: 6.3629e-04 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9990 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8860e-04 - acc: 0.999 - ETA: 2s - loss: 9.6587e-04 - acc: 0.999 - ETA: 2s - loss: 9.4417e-04 - acc: 0.999 - ETA: 2s - loss: 9.2852e-04 - acc: 0.999 - ETA: 2s - loss: 9.0845e-04 - acc: 0.999 - ETA: 2s - loss: 8.9396e-04 - acc: 0.999 - ETA: 2s - loss: 8.7992e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9995 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9506e-04 - acc: 0.999 - ETA: 1s - loss: 9.8078e-04 - acc: 0.999 - ETA: 1s - loss: 9.6690e-04 - acc: 0.999 - ETA: 1s - loss: 9.5341e-04 - acc: 0.999 - ETA: 1s - loss: 9.3600e-04 - acc: 0.999 - ETA: 1s - loss: 9.9375e-04 - acc: 0.999 - ETA: 1s - loss: 9.7624e-04 - acc: 0.999 - ETA: 1s - loss: 9.5952e-04 - acc: 0.999 - ETA: 1s - loss: 9.4722e-04 - acc: 0.999 - ETA: 1s - loss: 9.3130e-04 - acc: 0.999 - ETA: 1s - loss: 9.1591e-04 - acc: 0.999 - ETA: 1s - loss: 9.0102e-04 - acc: 0.999 - ETA: 1s - loss: 8.8661e-04 - acc: 0.999 - ETA: 1s - loss: 8.7265e-04 - acc: 0.999 - ETA: 1s - loss: 8.5912e-04 - acc: 0.999 - ETA: 1s - loss: 8.4924e-04 - acc: 0.999 - ETA: 1s - loss: 9.2860e-04 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.9994 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.9989Epoch 00633: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5616 - val_acc: 0.8299 Epoch 635/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0425e-06 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 0.9962 - ETA: 5s - loss: 0.0023 - acc: 0.996 - ETA: 5s - loss: 0.0018 - acc: 0.997 - ETA: 5s - loss: 0.0015 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2320e-04 - acc: 0.998 - ETA: 4s - loss: 8.3928e-04 - acc: 0.998 - ETA: 4s - loss: 7.8572e-04 - acc: 0.998 - ETA: 4s - loss: 7.3858e-04 - acc: 0.999 - ETA: 4s - loss: 6.9678e-04 - acc: 0.999 - ETA: 4s - loss: 6.5946e-04 - acc: 0.999 - ETA: 4s - loss: 6.1551e-04 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.9984 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00634: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5631 - val_acc: 0.8287 Epoch 636/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0148 - acc: 0.9944 - ETA: 5s - loss: 0.0102 - acc: 0.996 - ETA: 5s - loss: 0.0083 - acc: 0.996 - ETA: 5s - loss: 0.0067 - acc: 0.997 - ETA: 5s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00635: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5615 - val_acc: 0.8287 Epoch 637/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 7.2177e-06 - acc: 1.000 - ETA: 5s - loss: 5.2823e-06 - acc: 1.000 - ETA: 5s - loss: 3.9055e-06 - acc: 1.000 - ETA: 5s - loss: 0.0449 - acc: 0.9947 - ETA: 5s - loss: 0.0388 - acc: 0.995 - ETA: 5s - loss: 0.0328 - acc: 0.996 - ETA: 5s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00636: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5658 - val_acc: 0.8287 Epoch 638/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1935e-07 - acc: 1.000 - ETA: 5s - loss: 1.1933e-07 - acc: 1.000 - ETA: 5s - loss: 1.1932e-07 - acc: 1.000 - ETA: 5s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9986 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00637: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5649 - val_acc: 0.8299 Epoch 639/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2048e-07 - acc: 1.000 - ETA: 4s - loss: 1.2050e-07 - acc: 1.000 - ETA: 4s - loss: 1.2039e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2035e-07 - acc: 1.000 - ETA: 4s - loss: 1.2037e-07 - acc: 1.000 - ETA: 4s - loss: 1.2030e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 4s - loss: 5.1890e-04 - acc: 0.999 - ETA: 4s - loss: 4.9086e-04 - acc: 0.999 - ETA: 4s - loss: 4.6569e-04 - acc: 0.999 - ETA: 4s - loss: 4.4298e-04 - acc: 0.999 - ETA: 3s - loss: 4.2238e-04 - acc: 0.999 - ETA: 3s - loss: 4.0362e-04 - acc: 0.999 - ETA: 3s - loss: 3.8645e-04 - acc: 0.999 - ETA: 3s - loss: 3.7068e-04 - acc: 0.999 - ETA: 3s - loss: 3.5615e-04 - acc: 0.999 - ETA: 3s - loss: 3.4271e-04 - acc: 0.999 - ETA: 3s - loss: 3.3025e-04 - acc: 0.999 - ETA: 3s - loss: 3.2149e-04 - acc: 0.999 - ETA: 3s - loss: 3.1318e-04 - acc: 0.999 - ETA: 3s - loss: 3.0529e-04 - acc: 0.999 - ETA: 3s - loss: 2.9536e-04 - acc: 0.999 - ETA: 3s - loss: 2.8833e-04 - acc: 0.999 - ETA: 3s - loss: 2.8163e-04 - acc: 0.999 - ETA: 3s - loss: 2.7334e-04 - acc: 0.999 - ETA: 3s - loss: 2.6536e-04 - acc: 0.999 - ETA: 3s - loss: 2.5968e-04 - acc: 0.999 - ETA: 3s - loss: 2.5423e-04 - acc: 0.999 - ETA: 3s - loss: 2.4901e-04 - acc: 0.999 - ETA: 2s - loss: 2.8898e-04 - acc: 0.999 - ETA: 2s - loss: 2.8148e-04 - acc: 0.999 - ETA: 2s - loss: 2.7611e-04 - acc: 0.999 - ETA: 2s - loss: 2.6925e-04 - acc: 0.999 - ETA: 2s - loss: 2.6433e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9994 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00638: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5649 - val_acc: 0.8299 Epoch 640/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00639: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5637 - val_acc: 0.8299 Epoch 641/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0026 - acc: 1.0000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0209 - acc: 0.996 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00640: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5603 - val_acc: 0.8311 Epoch 642/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3523e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.2759e-07 - acc: 1.000 - ETA: 4s - loss: 1.2591e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9979 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6911e-04 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.9982 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00641: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5600 - val_acc: 0.8311 Epoch 643/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0199 - acc: 0.9937 - ETA: 5s - loss: 0.0145 - acc: 0.995 - ETA: 5s - loss: 0.0106 - acc: 0.996 - ETA: 5s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.996 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 00642: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5608 - val_acc: 0.8311 Epoch 644/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1967e-07 - acc: 1.000 - ETA: 5s - loss: 1.2051e-07 - acc: 1.000 - ETA: 5s - loss: 1.2031e-07 - acc: 1.000 - ETA: 5s - loss: 1.2043e-07 - acc: 1.000 - ETA: 5s - loss: 1.2076e-07 - acc: 1.000 - ETA: 5s - loss: 1.2075e-07 - acc: 1.000 - ETA: 5s - loss: 7.9055e-04 - acc: 1.000 - ETA: 5s - loss: 7.0510e-04 - acc: 1.000 - ETA: 5s - loss: 6.3632e-04 - acc: 1.000 - ETA: 4s - loss: 5.7977e-04 - acc: 1.000 - ETA: 4s - loss: 5.8181e-04 - acc: 1.000 - ETA: 4s - loss: 5.4760e-04 - acc: 1.000 - ETA: 4s - loss: 5.0778e-04 - acc: 1.000 - ETA: 4s - loss: 4.7337e-04 - acc: 1.000 - ETA: 4s - loss: 4.4332e-04 - acc: 1.000 - ETA: 4s - loss: 4.1686e-04 - acc: 1.000 - ETA: 4s - loss: 3.9338e-04 - acc: 1.000 - ETA: 4s - loss: 3.7241e-04 - acc: 1.000 - ETA: 4s - loss: 3.5809e-04 - acc: 1.000 - ETA: 4s - loss: 3.4063e-04 - acc: 1.000 - ETA: 4s - loss: 3.2880e-04 - acc: 1.000 - ETA: 4s - loss: 3.1760e-04 - acc: 1.000 - ETA: 4s - loss: 3.0713e-04 - acc: 1.000 - ETA: 3s - loss: 2.9734e-04 - acc: 1.000 - ETA: 3s - loss: 2.8521e-04 - acc: 1.000 - ETA: 3s - loss: 2.7674e-04 - acc: 1.000 - ETA: 3s - loss: 2.6620e-04 - acc: 1.000 - ETA: 3s - loss: 2.5881e-04 - acc: 1.000 - ETA: 3s - loss: 2.5182e-04 - acc: 1.000 - ETA: 3s - loss: 2.4307e-04 - acc: 1.000 - ETA: 3s - loss: 2.3490e-04 - acc: 1.000 - ETA: 3s - loss: 2.2727e-04 - acc: 1.000 - ETA: 3s - loss: 2.2186e-04 - acc: 1.000 - ETA: 3s - loss: 2.1504e-04 - acc: 1.000 - ETA: 3s - loss: 2.0862e-04 - acc: 1.000 - ETA: 3s - loss: 2.0258e-04 - acc: 1.000 - ETA: 3s - loss: 1.9687e-04 - acc: 1.000 - ETA: 3s - loss: 1.9148e-04 - acc: 1.000 - ETA: 3s - loss: 1.8763e-04 - acc: 1.000 - ETA: 2s - loss: 1.8273e-04 - acc: 1.000 - ETA: 2s - loss: 1.7922e-04 - acc: 1.000 - ETA: 2s - loss: 0.0052 - acc: 0.9997 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.9988Epoch 00643: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0097 - acc: 0.9988 - val_loss: 1.5612 - val_acc: 0.8287 Epoch 645/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2029e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9981 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8067e-04 - acc: 0.999 - ETA: 4s - loss: 9.2464e-04 - acc: 0.999 - ETA: 4s - loss: 8.7467e-04 - acc: 0.999 - ETA: 3s - loss: 8.2982e-04 - acc: 0.999 - ETA: 3s - loss: 7.9909e-04 - acc: 0.999 - ETA: 3s - loss: 7.6149e-04 - acc: 0.999 - ETA: 3s - loss: 7.2727e-04 - acc: 0.999 - ETA: 3s - loss: 6.9600e-04 - acc: 0.999 - ETA: 3s - loss: 6.6730e-04 - acc: 0.999 - ETA: 3s - loss: 6.4088e-04 - acc: 0.999 - ETA: 3s - loss: 6.2239e-04 - acc: 0.999 - ETA: 3s - loss: 5.9935e-04 - acc: 0.999 - ETA: 3s - loss: 5.8315e-04 - acc: 0.999 - ETA: 3s - loss: 5.6287e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9992 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00644: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5629 - val_acc: 0.8287 Epoch 646/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 9.3625e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3484e-04 - acc: 1.000 - ETA: 4s - loss: 8.6924e-04 - acc: 1.000 - ETA: 4s - loss: 8.2579e-04 - acc: 1.000 - ETA: 4s - loss: 7.7418e-04 - acc: 1.000 - ETA: 4s - loss: 7.2865e-04 - acc: 1.000 - ETA: 4s - loss: 6.8818e-04 - acc: 1.000 - ETA: 4s - loss: 6.5196e-04 - acc: 1.000 - ETA: 4s - loss: 6.1937e-04 - acc: 1.000 - ETA: 3s - loss: 5.8989e-04 - acc: 1.000 - ETA: 3s - loss: 5.6308e-04 - acc: 1.000 - ETA: 3s - loss: 5.4452e-04 - acc: 1.000 - ETA: 3s - loss: 5.2714e-04 - acc: 1.000 - ETA: 3s - loss: 5.0563e-04 - acc: 1.000 - ETA: 3s - loss: 4.8581e-04 - acc: 1.000 - ETA: 3s - loss: 4.6748e-04 - acc: 1.000 - ETA: 3s - loss: 4.5066e-04 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9996 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00645: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5610 - val_acc: 0.8287 Epoch 647/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0362 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00646: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5606 - val_acc: 0.8287 Epoch 648/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.995 - ETA: 4s - loss: 0.0351 - acc: 0.995 - ETA: 4s - loss: 0.0301 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00647: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5604 - val_acc: 0.8275 Epoch 649/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2192e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.5463e-06 - acc: 1.000 - ETA: 4s - loss: 1.2981e-06 - acc: 1.000 - ETA: 4s - loss: 1.1242e-06 - acc: 1.000 - ETA: 4s - loss: 9.9448e-07 - acc: 1.000 - ETA: 4s - loss: 8.9445e-07 - acc: 1.000 - ETA: 4s - loss: 8.1494e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9988 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00648: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5605 - val_acc: 0.8275 Epoch 650/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2609e-07 - acc: 1.000 - ETA: 4s - loss: 1.2447e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9325e-04 - acc: 1.000 - ETA: 4s - loss: 7.9401e-04 - acc: 1.000 - ETA: 4s - loss: 7.1463e-04 - acc: 1.000 - ETA: 4s - loss: 7.0412e-04 - acc: 1.000 - ETA: 4s - loss: 6.5821e-04 - acc: 1.000 - ETA: 4s - loss: 6.0556e-04 - acc: 1.000 - ETA: 4s - loss: 5.6071e-04 - acc: 1.000 - ETA: 4s - loss: 5.2205e-04 - acc: 1.000 - ETA: 4s - loss: 4.8838e-04 - acc: 1.000 - ETA: 4s - loss: 4.5879e-04 - acc: 1.000 - ETA: 4s - loss: 4.3258e-04 - acc: 1.000 - ETA: 4s - loss: 4.0921e-04 - acc: 1.000 - ETA: 4s - loss: 7.9322e-04 - acc: 1.000 - ETA: 4s - loss: 7.5405e-04 - acc: 1.000 - ETA: 3s - loss: 7.2713e-04 - acc: 1.000 - ETA: 3s - loss: 7.0206e-04 - acc: 1.000 - ETA: 3s - loss: 6.7866e-04 - acc: 1.000 - ETA: 3s - loss: 6.5677e-04 - acc: 1.000 - ETA: 3s - loss: 6.2969e-04 - acc: 1.000 - ETA: 3s - loss: 6.0476e-04 - acc: 1.000 - ETA: 3s - loss: 5.8172e-04 - acc: 1.000 - ETA: 3s - loss: 5.6038e-04 - acc: 1.000 - ETA: 3s - loss: 5.4055e-04 - acc: 1.000 - ETA: 3s - loss: 5.2207e-04 - acc: 1.000 - ETA: 3s - loss: 5.0902e-04 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 0.9996 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00649: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5598 - val_acc: 0.8275 Epoch 651/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00650: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5602 - val_acc: 0.8275 Epoch 652/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2180e-07 - acc: 1.000 - ETA: 4s - loss: 1.2142e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 5s - loss: 1.2107e-07 - acc: 1.000 - ETA: 5s - loss: 1.2096e-07 - acc: 1.000 - ETA: 5s - loss: 1.2114e-07 - acc: 1.000 - ETA: 5s - loss: 1.2100e-07 - acc: 1.000 - ETA: 5s - loss: 1.2559e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2469e-07 - acc: 1.000 - ETA: 5s - loss: 7.3294e-04 - acc: 0.999 - ETA: 4s - loss: 6.8151e-04 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.9984 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00651: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5593 - val_acc: 0.8287 Epoch 653/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.2120e-07 - acc: 1.000 - ETA: 6s - loss: 1.2086e-07 - acc: 1.000 - ETA: 6s - loss: 1.2070e-07 - acc: 1.000 - ETA: 6s - loss: 1.2051e-07 - acc: 1.000 - ETA: 6s - loss: 1.2047e-07 - acc: 1.000 - ETA: 6s - loss: 1.2034e-07 - acc: 1.000 - ETA: 6s - loss: 0.0014 - acc: 0.9984 - ETA: 5s - loss: 0.0012 - acc: 0.998 - ETA: 5s - loss: 0.0011 - acc: 0.998 - ETA: 5s - loss: 0.0017 - acc: 0.998 - ETA: 5s - loss: 0.0016 - acc: 0.998 - ETA: 5s - loss: 0.0015 - acc: 0.999 - ETA: 5s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00652: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5599 - val_acc: 0.8275 Epoch 654/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0084 - acc: 0.9900 - ETA: 4s - loss: 0.0047 - acc: 0.994 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00653: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5604 - val_acc: 0.8275 Epoch 655/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9958 - ETA: 5s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00654: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9987 - val_loss: 1.5618 - val_acc: 0.8263 Epoch 656/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0089 - acc: 0.9900 - ETA: 4s - loss: 0.0050 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00655: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5601 - val_acc: 0.8299 Epoch 657/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2334e-07 - acc: 1.000 - ETA: 4s - loss: 1.2236e-07 - acc: 1.000 - ETA: 4s - loss: 1.2189e-07 - acc: 1.000 - ETA: 4s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.2113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2089e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00656: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5640 - val_acc: 0.8299 Epoch 658/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2024e-07 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 8.8562e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4543e-04 - acc: 0.999 - ETA: 4s - loss: 8.9502e-04 - acc: 0.999 - ETA: 4s - loss: 8.4971e-04 - acc: 0.999 - ETA: 3s - loss: 8.0876e-04 - acc: 0.999 - ETA: 3s - loss: 7.7158e-04 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.9989 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00657: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8287 Epoch 659/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.995 - ETA: 4s - loss: 0.0297 - acc: 0.995 - ETA: 4s - loss: 0.0283 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.996 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.996 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00658: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5637 - val_acc: 0.8275 Epoch 660/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0149 - acc: 0.9991 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00659: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5586 - val_acc: 0.8299 Epoch 661/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0060 - acc: 1.0000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 5s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6374e-04 - acc: 1.000 - ETA: 4s - loss: 8.5361e-04 - acc: 1.000 - ETA: 4s - loss: 7.8623e-04 - acc: 1.000 - ETA: 4s - loss: 7.1136e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00660: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5616 - val_acc: 0.8287 Epoch 662/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 3.6678e-07 - acc: 1.000 - ETA: 5s - loss: 0.0424 - acc: 0.9974 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.9989Epoch 00661: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5630 - val_acc: 0.8287 Epoch 663/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.0337 - acc: 1.000 - ETA: 5s - loss: 0.0084 - acc: 1.000 - ETA: 5s - loss: 0.0042 - acc: 1.000 - ETA: 5s - loss: 0.0149 - acc: 0.995 - ETA: 5s - loss: 0.0112 - acc: 0.996 - ETA: 5s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9989Epoch 00662: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5641 - val_acc: 0.8287 Epoch 664/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 1.2060e-07 - acc: 1.000 - ETA: 5s - loss: 1.2103e-07 - acc: 1.000 - ETA: 5s - loss: 1.2124e-07 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 0.9980 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4433e-04 - acc: 0.998 - ETA: 4s - loss: 8.6040e-04 - acc: 0.998 - ETA: 4s - loss: 7.9018e-04 - acc: 0.999 - ETA: 4s - loss: 7.4460e-04 - acc: 0.999 - ETA: 4s - loss: 7.0399e-04 - acc: 0.999 - ETA: 4s - loss: 6.6758e-04 - acc: 0.999 - ETA: 4s - loss: 6.2452e-04 - acc: 0.999 - ETA: 4s - loss: 5.8668e-04 - acc: 0.999 - ETA: 4s - loss: 5.5316e-04 - acc: 0.999 - ETA: 4s - loss: 5.2327e-04 - acc: 0.999 - ETA: 4s - loss: 4.9644e-04 - acc: 0.999 - ETA: 4s - loss: 4.7223e-04 - acc: 0.999 - ETA: 3s - loss: 4.5027e-04 - acc: 0.999 - ETA: 3s - loss: 4.3026e-04 - acc: 0.999 - ETA: 3s - loss: 4.1196e-04 - acc: 0.999 - ETA: 3s - loss: 3.9922e-04 - acc: 0.999 - ETA: 3s - loss: 3.8342e-04 - acc: 0.999 - ETA: 3s - loss: 3.6929e-04 - acc: 0.999 - ETA: 3s - loss: 3.5574e-04 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.9987 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00663: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5643 - val_acc: 0.8287 Epoch 665/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.0624e-06 - acc: 1.000 - ETA: 4s - loss: 9.7464e-07 - acc: 1.000 - ETA: 4s - loss: 9.2106e-07 - acc: 1.000 - ETA: 4s - loss: 8.7196e-07 - acc: 1.000 - ETA: 4s - loss: 8.2854e-07 - acc: 1.000 - ETA: 4s - loss: 7.8984e-07 - acc: 1.000 - ETA: 4s - loss: 7.5521e-07 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9985Epoch 00664: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5623 - val_acc: 0.8287 Epoch 666/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.8815e-06 - acc: 1.000 - ETA: 5s - loss: 4.3111e-06 - acc: 1.000 - ETA: 5s - loss: 3.1932e-06 - acc: 1.000 - ETA: 5s - loss: 2.5509e-06 - acc: 1.000 - ETA: 5s - loss: 1.6524e-05 - acc: 1.000 - ETA: 4s - loss: 1.4000e-05 - acc: 1.000 - ETA: 4s - loss: 1.2149e-05 - acc: 1.000 - ETA: 4s - loss: 1.0734e-05 - acc: 1.000 - ETA: 4s - loss: 9.8732e-06 - acc: 1.000 - ETA: 4s - loss: 7.2563e-04 - acc: 1.000 - ETA: 4s - loss: 6.7501e-04 - acc: 1.000 - ETA: 4s - loss: 6.1758e-04 - acc: 1.000 - ETA: 4s - loss: 0.0167 - acc: 0.9990 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 00665: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5660 - val_acc: 0.8287 Epoch 667/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0044 - acc: 0.9958 - ETA: 5s - loss: 0.0033 - acc: 0.996 - ETA: 5s - loss: 0.0027 - acc: 0.997 - ETA: 5s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6742e-04 - acc: 0.999 - ETA: 4s - loss: 9.0071e-04 - acc: 0.999 - ETA: 4s - loss: 8.4261e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9992 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6453e-04 - acc: 0.999 - ETA: 3s - loss: 9.3127e-04 - acc: 0.999 - ETA: 3s - loss: 9.0023e-04 - acc: 0.999 - ETA: 3s - loss: 8.6193e-04 - acc: 0.999 - ETA: 3s - loss: 8.3528e-04 - acc: 0.999 - ETA: 3s - loss: 8.1022e-04 - acc: 0.999 - ETA: 3s - loss: 7.8663e-04 - acc: 0.999 - ETA: 3s - loss: 7.5723e-04 - acc: 0.999 - ETA: 3s - loss: 7.2994e-04 - acc: 0.999 - ETA: 3s - loss: 7.0456e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9992 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9988Epoch 00666: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5670 - val_acc: 0.8287 Epoch 668/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0074 - acc: 1.0000 - ETA: 5s - loss: 0.0037 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 0.997 - ETA: 5s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.996 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.996 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00667: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5637 - val_acc: 0.8299 Epoch 669/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3429e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.6296e-04 - acc: 1.000 - ETA: 5s - loss: 8.4968e-04 - acc: 1.000 - ETA: 5s - loss: 7.6026e-04 - acc: 1.000 - ETA: 4s - loss: 6.8786e-04 - acc: 1.000 - ETA: 4s - loss: 6.2806e-04 - acc: 1.000 - ETA: 4s - loss: 5.7782e-04 - acc: 1.000 - ETA: 4s - loss: 5.3503e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9991 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00668: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5617 - val_acc: 0.8299 Epoch 670/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.2186e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 5s - loss: 1.2080e-07 - acc: 1.000 - ETA: 5s - loss: 1.2046e-07 - acc: 1.000 - ETA: 4s - loss: 1.2025e-07 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.0000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 9.3465e-04 - acc: 1.000 - ETA: 5s - loss: 8.5888e-04 - acc: 1.000 - ETA: 5s - loss: 7.9447e-04 - acc: 1.000 - ETA: 5s - loss: 7.4406e-04 - acc: 1.000 - ETA: 5s - loss: 6.9555e-04 - acc: 1.000 - ETA: 5s - loss: 6.5297e-04 - acc: 1.000 - ETA: 5s - loss: 6.1530e-04 - acc: 1.000 - ETA: 5s - loss: 5.8175e-04 - acc: 1.000 - ETA: 5s - loss: 5.6134e-04 - acc: 1.000 - ETA: 5s - loss: 5.4232e-04 - acc: 1.000 - ETA: 5s - loss: 5.2454e-04 - acc: 1.000 - ETA: 5s - loss: 7.1475e-04 - acc: 1.000 - ETA: 5s - loss: 6.8275e-04 - acc: 1.000 - ETA: 5s - loss: 6.5350e-04 - acc: 1.000 - ETA: 5s - loss: 6.2665e-04 - acc: 1.000 - ETA: 5s - loss: 6.0192e-04 - acc: 1.000 - ETA: 4s - loss: 5.7183e-04 - acc: 1.000 - ETA: 4s - loss: 5.5116e-04 - acc: 1.000 - ETA: 4s - loss: 5.3194e-04 - acc: 1.000 - ETA: 4s - loss: 5.1401e-04 - acc: 1.000 - ETA: 4s - loss: 4.9726e-04 - acc: 1.000 - ETA: 4s - loss: 9.0587e-04 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.9990 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.9988Epoch 00669: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5634 - val_acc: 0.8287 Epoch 671/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 5s - loss: 1.1961e-07 - acc: 1.000 - ETA: 5s - loss: 2.5467e-05 - acc: 1.000 - ETA: 4s - loss: 2.0858e-05 - acc: 1.000 - ETA: 4s - loss: 1.7668e-05 - acc: 1.000 - ETA: 4s - loss: 1.5328e-05 - acc: 1.000 - ETA: 4s - loss: 1.3539e-05 - acc: 1.000 - ETA: 4s - loss: 1.2126e-05 - acc: 1.000 - ETA: 4s - loss: 1.0982e-05 - acc: 1.000 - ETA: 4s - loss: 1.0038e-05 - acc: 1.000 - ETA: 4s - loss: 9.4306e-06 - acc: 1.000 - ETA: 4s - loss: 7.8587e-04 - acc: 0.999 - ETA: 4s - loss: 7.2974e-04 - acc: 0.999 - ETA: 4s - loss: 6.8110e-04 - acc: 0.999 - ETA: 4s - loss: 6.3854e-04 - acc: 0.999 - ETA: 4s - loss: 6.0099e-04 - acc: 0.999 - ETA: 4s - loss: 5.6760e-04 - acc: 0.999 - ETA: 4s - loss: 5.4491e-04 - acc: 0.999 - ETA: 4s - loss: 5.1732e-04 - acc: 0.999 - ETA: 3s - loss: 4.9240e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9989 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00670: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5622 - val_acc: 0.8299 Epoch 672/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2778e-07 - acc: 1.000 - ETA: 5s - loss: 1.2544e-07 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 9.3804e-04 - acc: 1.000 - ETA: 5s - loss: 8.6200e-04 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 0.9987 - ETA: 5s - loss: 0.0021 - acc: 0.998 - ETA: 5s - loss: 0.0019 - acc: 0.998 - ETA: 5s - loss: 0.0018 - acc: 0.999 - ETA: 5s - loss: 0.0017 - acc: 0.999 - ETA: 5s - loss: 0.0016 - acc: 0.999 - ETA: 5s - loss: 0.0015 - acc: 0.999 - ETA: 5s - loss: 0.0014 - acc: 0.999 - ETA: 5s - loss: 0.0014 - acc: 0.999 - ETA: 5s - loss: 0.0013 - acc: 0.999 - ETA: 5s - loss: 0.0013 - acc: 0.999 - ETA: 5s - loss: 0.0012 - acc: 0.999 - ETA: 5s - loss: 0.0012 - acc: 0.999 - ETA: 5s - loss: 0.0011 - acc: 0.999 - ETA: 5s - loss: 0.0011 - acc: 0.999 - ETA: 5s - loss: 0.0010 - acc: 0.999 - ETA: 5s - loss: 9.9505e-04 - acc: 0.999 - ETA: 4s - loss: 9.5131e-04 - acc: 0.999 - ETA: 4s - loss: 9.1126e-04 - acc: 0.999 - ETA: 4s - loss: 8.7445e-04 - acc: 0.999 - ETA: 4s - loss: 8.4050e-04 - acc: 0.999 - ETA: 4s - loss: 8.0908e-04 - acc: 0.999 - ETA: 4s - loss: 7.7993e-04 - acc: 0.999 - ETA: 4s - loss: 7.5280e-04 - acc: 0.999 - ETA: 4s - loss: 7.2750e-04 - acc: 0.999 - ETA: 4s - loss: 7.0385e-04 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.9992 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00671: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5632 - val_acc: 0.8287 Epoch 673/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0374 - acc: 0.995 - ETA: 4s - loss: 0.0319 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00672: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5631 - val_acc: 0.8287 Epoch 674/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9983 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7973e-04 - acc: 0.999 - ETA: 4s - loss: 9.2817e-04 - acc: 0.999 - ETA: 4s - loss: 8.8177e-04 - acc: 0.999 - ETA: 4s - loss: 8.4990e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00673: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5649 - val_acc: 0.8311 Epoch 675/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.0000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 9.9974e-04 - acc: 1.000 - ETA: 4s - loss: 7.9982e-04 - acc: 1.000 - ETA: 4s - loss: 6.6654e-04 - acc: 1.000 - ETA: 4s - loss: 5.7133e-04 - acc: 1.000 - ETA: 4s - loss: 4.9993e-04 - acc: 1.000 - ETA: 4s - loss: 4.5709e-04 - acc: 1.000 - ETA: 4s - loss: 4.1022e-04 - acc: 1.000 - ETA: 4s - loss: 3.8093e-04 - acc: 1.000 - ETA: 4s - loss: 3.4782e-04 - acc: 1.000 - ETA: 4s - loss: 3.2000e-04 - acc: 1.000 - ETA: 4s - loss: 2.9631e-04 - acc: 1.000 - ETA: 4s - loss: 2.7588e-04 - acc: 1.000 - ETA: 4s - loss: 2.5809e-04 - acc: 1.000 - ETA: 4s - loss: 2.4245e-04 - acc: 1.000 - ETA: 4s - loss: 6.7017e-04 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9993 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00674: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5611 - val_acc: 0.8311 Epoch 676/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2053e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.2078e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2011e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1989e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 3.9064e-04 - acc: 1.000 - ETA: 4s - loss: 3.6767e-04 - acc: 1.000 - ETA: 4s - loss: 3.4725e-04 - acc: 1.000 - ETA: 4s - loss: 3.3336e-04 - acc: 1.000 - ETA: 4s - loss: 3.2055e-04 - acc: 1.000 - ETA: 3s - loss: 3.0492e-04 - acc: 1.000 - ETA: 3s - loss: 2.9074e-04 - acc: 1.000 - ETA: 3s - loss: 2.7782e-04 - acc: 1.000 - ETA: 3s - loss: 2.6887e-04 - acc: 1.000 - ETA: 3s - loss: 2.6047e-04 - acc: 1.000 - ETA: 3s - loss: 2.5258e-04 - acc: 1.000 - ETA: 3s - loss: 2.4277e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9991 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00675: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5641 - val_acc: 0.8323 Epoch 677/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0073 - acc: 0.9900 - ETA: 5s - loss: 0.0046 - acc: 0.993 - ETA: 5s - loss: 0.0056 - acc: 0.995 - ETA: 5s - loss: 0.0044 - acc: 0.996 - ETA: 5s - loss: 0.0036 - acc: 0.997 - ETA: 5s - loss: 0.0031 - acc: 0.997 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00676: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5627 - val_acc: 0.8299 Epoch 678/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 4s - loss: 1.2154e-07 - acc: 1.000 - ETA: 4s - loss: 1.2133e-07 - acc: 1.000 - ETA: 4s - loss: 8.9376e-04 - acc: 0.999 - ETA: 4s - loss: 8.4120e-04 - acc: 0.999 - ETA: 4s - loss: 7.9447e-04 - acc: 0.999 - ETA: 4s - loss: 7.3969e-04 - acc: 0.999 - ETA: 4s - loss: 6.9197e-04 - acc: 0.999 - ETA: 4s - loss: 6.5004e-04 - acc: 0.999 - ETA: 4s - loss: 6.1290e-04 - acc: 0.999 - ETA: 4s - loss: 5.7978e-04 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.9987 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9989Epoch 00677: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5646 - val_acc: 0.8311 Epoch 679/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.2480e-07 - acc: 1.000 - ETA: 5s - loss: 1.2327e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2169e-07 - acc: 1.000 - ETA: 5s - loss: 1.2304e-07 - acc: 1.000 - ETA: 5s - loss: 1.2243e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00678: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5663 - val_acc: 0.8299 Epoch 680/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2053e-07 - acc: 1.000 - ETA: 5s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1959e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1968e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 9.8246e-04 - acc: 0.998 - ETA: 4s - loss: 9.0387e-04 - acc: 0.999 - ETA: 4s - loss: 8.3692e-04 - acc: 0.999 - ETA: 4s - loss: 7.7921e-04 - acc: 0.999 - ETA: 4s - loss: 7.2895e-04 - acc: 0.999 - ETA: 4s - loss: 6.8478e-04 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.9979 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00679: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5643 - val_acc: 0.8299 Epoch 681/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9976 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.6245e-04 - acc: 0.998 - ETA: 4s - loss: 9.0471e-04 - acc: 0.999 - ETA: 4s - loss: 8.5350e-04 - acc: 0.999 - ETA: 4s - loss: 7.9362e-04 - acc: 0.999 - ETA: 4s - loss: 7.5394e-04 - acc: 0.999 - ETA: 4s - loss: 7.0683e-04 - acc: 0.999 - ETA: 4s - loss: 6.6526e-04 - acc: 0.999 - ETA: 4s - loss: 6.8618e-04 - acc: 0.999 - ETA: 3s - loss: 6.5007e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9987 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00680: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5660 - val_acc: 0.8299 Epoch 682/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9985Epoch 00681: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9985 - val_loss: 1.5654 - val_acc: 0.8311 Epoch 683/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1948e-07 - acc: 1.000 - ETA: 5s - loss: 1.1942e-07 - acc: 1.000 - ETA: 5s - loss: 1.1938e-07 - acc: 1.000 - ETA: 5s - loss: 1.1936e-07 - acc: 1.000 - ETA: 5s - loss: 1.1934e-07 - acc: 1.000 - ETA: 5s - loss: 1.1932e-07 - acc: 1.000 - ETA: 5s - loss: 1.1931e-07 - acc: 1.000 - ETA: 5s - loss: 1.1930e-07 - acc: 1.000 - ETA: 5s - loss: 1.2029e-07 - acc: 1.000 - ETA: 5s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2039e-07 - acc: 1.000 - ETA: 4s - loss: 5.5947e-04 - acc: 1.000 - ETA: 4s - loss: 5.2522e-04 - acc: 1.000 - ETA: 4s - loss: 4.8559e-04 - acc: 1.000 - ETA: 4s - loss: 4.5152e-04 - acc: 1.000 - ETA: 4s - loss: 4.2192e-04 - acc: 1.000 - ETA: 4s - loss: 3.9597e-04 - acc: 1.000 - ETA: 4s - loss: 3.7302e-04 - acc: 1.000 - ETA: 4s - loss: 3.5259e-04 - acc: 1.000 - ETA: 4s - loss: 3.3428e-04 - acc: 1.000 - ETA: 4s - loss: 3.1777e-04 - acc: 1.000 - ETA: 4s - loss: 3.0283e-04 - acc: 1.000 - ETA: 3s - loss: 2.8922e-04 - acc: 1.000 - ETA: 3s - loss: 2.7679e-04 - acc: 1.000 - ETA: 3s - loss: 2.6538e-04 - acc: 1.000 - ETA: 3s - loss: 2.5487e-04 - acc: 1.000 - ETA: 3s - loss: 2.4517e-04 - acc: 1.000 - ETA: 3s - loss: 2.3618e-04 - acc: 1.000 - ETA: 3s - loss: 2.2985e-04 - acc: 1.000 - ETA: 3s - loss: 2.2193e-04 - acc: 1.000 - ETA: 3s - loss: 5.5869e-04 - acc: 0.999 - ETA: 3s - loss: 5.4053e-04 - acc: 0.999 - ETA: 3s - loss: 5.2766e-04 - acc: 0.999 - ETA: 3s - loss: 5.1143e-04 - acc: 0.999 - ETA: 3s - loss: 4.9990e-04 - acc: 0.999 - ETA: 3s - loss: 4.8530e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9993 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00682: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5644 - val_acc: 0.8299 Epoch 684/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4486e-06 - acc: 1.000 - ETA: 4s - loss: 1.0395e-06 - acc: 1.000 - ETA: 4s - loss: 8.2298e-07 - acc: 1.000 - ETA: 4s - loss: 6.8893e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9980 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2920e-04 - acc: 0.999 - ETA: 4s - loss: 8.5908e-04 - acc: 0.999 - ETA: 4s - loss: 7.9880e-04 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.9984 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00683: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8299 Epoch 685/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00684: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5628 - val_acc: 0.8311 Epoch 686/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9989Epoch 00685: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5624 - val_acc: 0.8299 Epoch 687/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.8092e-04 - acc: 1.000 - ETA: 4s - loss: 3.7834e-04 - acc: 1.000 - ETA: 5s - loss: 2.8379e-04 - acc: 1.000 - ETA: 5s - loss: 2.2706e-04 - acc: 1.000 - ETA: 4s - loss: 1.7928e-04 - acc: 1.000 - ETA: 4s - loss: 1.4812e-04 - acc: 1.000 - ETA: 4s - loss: 1.4165e-04 - acc: 1.000 - ETA: 4s - loss: 1.2339e-04 - acc: 1.000 - ETA: 4s - loss: 1.0930e-04 - acc: 1.000 - ETA: 4s - loss: 1.0068e-04 - acc: 1.000 - ETA: 4s - loss: 9.3322e-05 - acc: 1.000 - ETA: 4s - loss: 8.6968e-05 - acc: 1.000 - ETA: 4s - loss: 7.9730e-05 - acc: 1.000 - ETA: 4s - loss: 7.3606e-05 - acc: 1.000 - ETA: 4s - loss: 6.9598e-05 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9991 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00686: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9985 - val_loss: 1.5624 - val_acc: 0.8299 Epoch 688/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.2107e-07 - acc: 1.000 - ETA: 5s - loss: 0.0114 - acc: 0.9958 - ETA: 4s - loss: 0.0085 - acc: 0.996 - ETA: 4s - loss: 0.0096 - acc: 0.995 - ETA: 4s - loss: 0.0080 - acc: 0.995 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00687: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5625 - val_acc: 0.8299 Epoch 689/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9987 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.6704e-04 - acc: 0.998 - ETA: 4s - loss: 8.9121e-04 - acc: 0.999 - ETA: 4s - loss: 8.2640e-04 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.9983 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8280e-04 - acc: 0.998 - ETA: 3s - loss: 9.4007e-04 - acc: 0.998 - ETA: 3s - loss: 9.0091e-04 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.9985 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 00688: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5628 - val_acc: 0.8311 Epoch 690/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1965e-07 - acc: 1.000 - ETA: 4s - loss: 1.1959e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9991 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7995e-04 - acc: 0.999 - ETA: 4s - loss: 9.2396e-04 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.9986 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 00689: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8311 Epoch 691/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0071 - acc: 1.0000 - ETA: 5s - loss: 0.0041 - acc: 1.000 - ETA: 5s - loss: 0.0026 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00690: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5668 - val_acc: 0.8299 Epoch 692/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1942e-07 - acc: 1.000 - ETA: 5s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00691: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5636 - val_acc: 0.8299 Epoch 693/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2124e-07 - acc: 1.000 - ETA: 4s - loss: 1.2102e-07 - acc: 1.000 - ETA: 4s - loss: 1.2084e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2048e-07 - acc: 1.000 - ETA: 4s - loss: 1.2043e-07 - acc: 1.000 - ETA: 4s - loss: 8.1897e-04 - acc: 0.998 - ETA: 4s - loss: 7.5474e-04 - acc: 0.999 - ETA: 4s - loss: 6.9986e-04 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.9983 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00692: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5616 - val_acc: 0.8311 Epoch 694/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.0842e-04 - acc: 1.000 - ETA: 5s - loss: 4.4918e-04 - acc: 1.000 - ETA: 5s - loss: 3.1101e-04 - acc: 1.000 - ETA: 5s - loss: 2.5292e-04 - acc: 1.000 - ETA: 5s - loss: 2.1300e-04 - acc: 1.000 - ETA: 5s - loss: 1.7598e-04 - acc: 1.000 - ETA: 4s - loss: 1.4993e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00693: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5702 - val_acc: 0.8311 Epoch 695/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.2064e-07 - acc: 1.000 - ETA: 4s - loss: 1.2085e-07 - acc: 1.000 - ETA: 4s - loss: 1.2065e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00694: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5684 - val_acc: 0.8311 Epoch 696/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.3471e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 1.2625e-07 - acc: 1.000 - ETA: 5s - loss: 1.2474e-07 - acc: 1.000 - ETA: 5s - loss: 1.2351e-07 - acc: 1.000 - ETA: 5s - loss: 1.2273e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2179e-07 - acc: 1.000 - ETA: 4s - loss: 1.2149e-07 - acc: 1.000 - ETA: 4s - loss: 1.2125e-07 - acc: 1.000 - ETA: 4s - loss: 1.2134e-07 - acc: 1.000 - ETA: 4s - loss: 1.2115e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2075e-07 - acc: 1.000 - ETA: 4s - loss: 5.8241e-04 - acc: 0.999 - ETA: 4s - loss: 5.4712e-04 - acc: 0.999 - ETA: 4s - loss: 5.1586e-04 - acc: 0.999 - ETA: 4s - loss: 4.8798e-04 - acc: 0.999 - ETA: 4s - loss: 4.6897e-04 - acc: 0.999 - ETA: 3s - loss: 4.4582e-04 - acc: 0.999 - ETA: 3s - loss: 4.2990e-04 - acc: 0.999 - ETA: 3s - loss: 4.1037e-04 - acc: 0.999 - ETA: 3s - loss: 3.9253e-04 - acc: 0.999 - ETA: 3s - loss: 3.7618e-04 - acc: 0.999 - ETA: 3s - loss: 3.6114e-04 - acc: 0.999 - ETA: 3s - loss: 3.4725e-04 - acc: 0.999 - ETA: 3s - loss: 3.3752e-04 - acc: 0.999 - ETA: 3s - loss: 3.2536e-04 - acc: 0.999 - ETA: 3s - loss: 3.1405e-04 - acc: 0.999 - ETA: 3s - loss: 3.0350e-04 - acc: 0.999 - ETA: 3s - loss: 2.9363e-04 - acc: 0.999 - ETA: 3s - loss: 2.8664e-04 - acc: 0.999 - ETA: 3s - loss: 2.7998e-04 - acc: 0.999 - ETA: 3s - loss: 2.7156e-04 - acc: 0.999 - ETA: 3s - loss: 2.6364e-04 - acc: 0.999 - ETA: 3s - loss: 2.5616e-04 - acc: 0.999 - ETA: 2s - loss: 2.4910e-04 - acc: 0.999 - ETA: 2s - loss: 2.4241e-04 - acc: 0.999 - ETA: 2s - loss: 4.0121e-04 - acc: 0.999 - ETA: 2s - loss: 3.9345e-04 - acc: 0.999 - ETA: 2s - loss: 3.8598e-04 - acc: 0.999 - ETA: 2s - loss: 7.2381e-04 - acc: 0.999 - ETA: 2s - loss: 7.0638e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9991 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00695: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5641 - val_acc: 0.8299 Epoch 697/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 4.2147e-07 - acc: 1.000 - ETA: 5s - loss: 3.4776e-07 - acc: 1.000 - ETA: 4s - loss: 3.0384e-07 - acc: 1.000 - ETA: 4s - loss: 2.7456e-07 - acc: 1.000 - ETA: 4s - loss: 2.5237e-07 - acc: 1.000 - ETA: 4s - loss: 2.3572e-07 - acc: 1.000 - ETA: 4s - loss: 2.2573e-07 - acc: 1.000 - ETA: 4s - loss: 2.1764e-07 - acc: 1.000 - ETA: 4s - loss: 1.5174e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9989 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.9292e-04 - acc: 0.999 - ETA: 4s - loss: 9.4780e-04 - acc: 0.999 - ETA: 4s - loss: 9.0659e-04 - acc: 0.999 - ETA: 4s - loss: 8.6882e-04 - acc: 0.999 - ETA: 4s - loss: 8.3408e-04 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.9987 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00696: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5648 - val_acc: 0.8311 Epoch 698/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 2.2807e-06 - acc: 1.000 - ETA: 4s - loss: 1.8694e-06 - acc: 1.000 - ETA: 4s - loss: 1.5894e-06 - acc: 1.000 - ETA: 4s - loss: 1.3866e-06 - acc: 1.000 - ETA: 4s - loss: 1.2330e-06 - acc: 1.000 - ETA: 4s - loss: 1.1125e-06 - acc: 1.000 - ETA: 4s - loss: 1.0157e-06 - acc: 1.000 - ETA: 4s - loss: 9.5486e-07 - acc: 1.000 - ETA: 4s - loss: 8.8522e-07 - acc: 1.000 - ETA: 4s - loss: 1.3003e-04 - acc: 1.000 - ETA: 4s - loss: 1.2075e-04 - acc: 1.000 - ETA: 4s - loss: 1.1271e-04 - acc: 1.000 - ETA: 4s - loss: 1.0735e-04 - acc: 1.000 - ETA: 4s - loss: 1.0248e-04 - acc: 1.000 - ETA: 4s - loss: 4.4881e-04 - acc: 1.000 - ETA: 4s - loss: 4.2422e-04 - acc: 1.000 - ETA: 4s - loss: 4.0219e-04 - acc: 1.000 - ETA: 3s - loss: 3.8234e-04 - acc: 1.000 - ETA: 3s - loss: 3.6435e-04 - acc: 1.000 - ETA: 3s - loss: 3.4798e-04 - acc: 1.000 - ETA: 3s - loss: 3.3302e-04 - acc: 1.000 - ETA: 3s - loss: 3.1929e-04 - acc: 1.000 - ETA: 3s - loss: 3.0665e-04 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00697: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5657 - val_acc: 0.8299 Epoch 699/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00698: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5667 - val_acc: 0.8311 Epoch 700/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2244e-07 - acc: 1.000 - ETA: 5s - loss: 1.2256e-07 - acc: 1.000 - ETA: 5s - loss: 1.2203e-07 - acc: 1.000 - ETA: 4s - loss: 1.2180e-07 - acc: 1.000 - ETA: 4s - loss: 1.2142e-07 - acc: 1.000 - ETA: 4s - loss: 1.2123e-07 - acc: 1.000 - ETA: 4s - loss: 1.2134e-07 - acc: 1.000 - ETA: 4s - loss: 1.2112e-07 - acc: 1.000 - ETA: 4s - loss: 1.2122e-07 - acc: 1.000 - ETA: 4s - loss: 1.2122e-07 - acc: 1.000 - ETA: 4s - loss: 1.2106e-07 - acc: 1.000 - ETA: 4s - loss: 1.2098e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2084e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9992 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6794e-04 - acc: 0.999 - ETA: 3s - loss: 9.2803e-04 - acc: 0.999 - ETA: 3s - loss: 8.9128e-04 - acc: 0.999 - ETA: 3s - loss: 8.5733e-04 - acc: 0.999 - ETA: 3s - loss: 8.3352e-04 - acc: 0.999 - ETA: 3s - loss: 8.1273e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9996 - ETA: 3s - loss: 9.7817e-04 - acc: 0.999 - ETA: 3s - loss: 9.4610e-04 - acc: 0.999 - ETA: 3s - loss: 9.1607e-04 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.9992 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00699: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5650 - val_acc: 0.8311 Epoch 701/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2077e-07 - acc: 1.000 - ETA: 4s - loss: 1.2052e-07 - acc: 1.000 - ETA: 4s - loss: 1.2123e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2087e-07 - acc: 1.000 - ETA: 4s - loss: 1.2074e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9987 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00700: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5638 - val_acc: 0.8311 Epoch 702/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0062 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 5s - loss: 0.0023 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.6066e-04 - acc: 1.000 - ETA: 4s - loss: 8.3259e-04 - acc: 1.000 - ETA: 4s - loss: 7.3465e-04 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9974 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00701: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5633 - val_acc: 0.8311 Epoch 703/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2009e-07 - acc: 1.000 - ETA: 4s - loss: 1.2000e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 1.2018e-07 - acc: 1.000 - ETA: 4s - loss: 1.2010e-07 - acc: 1.000 - ETA: 4s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1997e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1986e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1676e-04 - acc: 1.000 - ETA: 4s - loss: 1.1176e-04 - acc: 1.000 - ETA: 4s - loss: 0.0110 - acc: 0.9993 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 00702: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5640 - val_acc: 0.8311 Epoch 704/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0396 - acc: 0.997 - ETA: 4s - loss: 0.0346 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00703: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5625 - val_acc: 0.8311 Epoch 705/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.0000 - ETA: 5s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8276e-04 - acc: 1.000 - ETA: 4s - loss: 8.5596e-04 - acc: 1.000 - ETA: 4s - loss: 7.8045e-04 - acc: 1.000 - ETA: 4s - loss: 6.9831e-04 - acc: 1.000 - ETA: 4s - loss: 6.4722e-04 - acc: 1.000 - ETA: 4s - loss: 5.8970e-04 - acc: 1.000 - ETA: 4s - loss: 5.4157e-04 - acc: 1.000 - ETA: 4s - loss: 5.0071e-04 - acc: 1.000 - ETA: 4s - loss: 4.7390e-04 - acc: 1.000 - ETA: 4s - loss: 6.1681e-04 - acc: 1.000 - ETA: 4s - loss: 5.8697e-04 - acc: 1.000 - ETA: 4s - loss: 5.5988e-04 - acc: 1.000 - ETA: 4s - loss: 5.3518e-04 - acc: 1.000 - ETA: 4s - loss: 5.0546e-04 - acc: 1.000 - ETA: 4s - loss: 4.7886e-04 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9994 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00704: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5655 - val_acc: 0.8287 Epoch 706/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0081 - acc: 0.9900 - ETA: 5s - loss: 0.0045 - acc: 0.994 - ETA: 5s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00705: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8299 Epoch 707/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1979e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 6.0269e-04 - acc: 1.000 - ETA: 4s - loss: 5.5721e-04 - acc: 1.000 - ETA: 4s - loss: 5.2737e-04 - acc: 1.000 - ETA: 4s - loss: 4.9222e-04 - acc: 1.000 - ETA: 4s - loss: 4.6146e-04 - acc: 1.000 - ETA: 4s - loss: 4.3432e-04 - acc: 1.000 - ETA: 4s - loss: 4.1020e-04 - acc: 1.000 - ETA: 4s - loss: 3.8862e-04 - acc: 1.000 - ETA: 4s - loss: 3.6919e-04 - acc: 1.000 - ETA: 3s - loss: 3.5585e-04 - acc: 1.000 - ETA: 3s - loss: 3.4344e-04 - acc: 1.000 - ETA: 3s - loss: 3.3187e-04 - acc: 1.000 - ETA: 3s - loss: 3.1760e-04 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9995 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00706: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5637 - val_acc: 0.8299 Epoch 708/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2033e-07 - acc: 1.000 - ETA: 4s - loss: 6.4971e-06 - acc: 1.000 - ETA: 4s - loss: 5.4366e-06 - acc: 1.000 - ETA: 4s - loss: 4.8460e-06 - acc: 1.000 - ETA: 4s - loss: 4.2362e-06 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00707: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5624 - val_acc: 0.8299 Epoch 709/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00708: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5656 - val_acc: 0.8299 Epoch 710/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4544e-07 - acc: 1.000 - ETA: 4s - loss: 1.3444e-07 - acc: 1.000 - ETA: 4s - loss: 1.3067e-07 - acc: 1.000 - ETA: 4s - loss: 1.2852e-07 - acc: 1.000 - ETA: 4s - loss: 1.2800e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00709: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5661 - val_acc: 0.8311 Epoch 711/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2186e-07 - acc: 1.000 - ETA: 5s - loss: 1.9624e-06 - acc: 1.000 - ETA: 5s - loss: 1.5938e-06 - acc: 1.000 - ETA: 5s - loss: 1.3480e-06 - acc: 1.000 - ETA: 5s - loss: 1.1254e-06 - acc: 1.000 - ETA: 4s - loss: 9.7060e-07 - acc: 1.000 - ETA: 4s - loss: 8.5708e-07 - acc: 1.000 - ETA: 4s - loss: 7.7027e-07 - acc: 1.000 - ETA: 4s - loss: 7.0174e-07 - acc: 1.000 - ETA: 4s - loss: 6.4626e-07 - acc: 1.000 - ETA: 4s - loss: 6.0121e-07 - acc: 1.000 - ETA: 4s - loss: 5.7170e-07 - acc: 1.000 - ETA: 4s - loss: 5.3755e-07 - acc: 1.000 - ETA: 4s - loss: 5.0819e-07 - acc: 1.000 - ETA: 4s - loss: 4.8273e-07 - acc: 1.000 - ETA: 4s - loss: 4.6569e-07 - acc: 1.000 - ETA: 4s - loss: 4.5018e-07 - acc: 1.000 - ETA: 4s - loss: 4.6600e-04 - acc: 1.000 - ETA: 4s - loss: 4.4115e-04 - acc: 1.000 - ETA: 4s - loss: 4.2419e-04 - acc: 1.000 - ETA: 4s - loss: 4.0848e-04 - acc: 1.000 - ETA: 4s - loss: 3.9390e-04 - acc: 1.000 - ETA: 3s - loss: 3.7600e-04 - acc: 1.000 - ETA: 3s - loss: 3.6361e-04 - acc: 1.000 - ETA: 3s - loss: 3.4830e-04 - acc: 1.000 - ETA: 3s - loss: 3.3424e-04 - acc: 1.000 - ETA: 3s - loss: 5.5818e-04 - acc: 1.000 - ETA: 3s - loss: 0.0081 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00710: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5639 - val_acc: 0.8323 Epoch 712/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.2008e-07 - acc: 1.000 - ETA: 4s - loss: 1.1998e-07 - acc: 1.000 - ETA: 4s - loss: 1.2050e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2130e-07 - acc: 1.000 - ETA: 4s - loss: 1.2110e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2377e-07 - acc: 1.000 - ETA: 4s - loss: 4.6550e-04 - acc: 1.000 - ETA: 4s - loss: 4.3285e-04 - acc: 1.000 - ETA: 4s - loss: 4.0447e-04 - acc: 1.000 - ETA: 4s - loss: 3.7959e-04 - acc: 1.000 - ETA: 4s - loss: 3.6285e-04 - acc: 1.000 - ETA: 4s - loss: 3.4269e-04 - acc: 1.000 - ETA: 3s - loss: 3.2466e-04 - acc: 1.000 - ETA: 3s - loss: 3.0844e-04 - acc: 1.000 - ETA: 3s - loss: 3.8290e-04 - acc: 1.000 - ETA: 3s - loss: 7.2165e-04 - acc: 1.000 - ETA: 3s - loss: 6.9028e-04 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 0.9995 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00711: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5649 - val_acc: 0.8311 Epoch 713/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2051e-07 - acc: 1.000 - ETA: 4s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 3.0283e-07 - acc: 1.000 - ETA: 4s - loss: 2.7562e-07 - acc: 1.000 - ETA: 4s - loss: 2.5544e-07 - acc: 1.000 - ETA: 4s - loss: 2.3987e-07 - acc: 1.000 - ETA: 4s - loss: 2.2750e-07 - acc: 1.000 - ETA: 4s - loss: 2.2144e-07 - acc: 1.000 - ETA: 4s - loss: 2.1293e-07 - acc: 1.000 - ETA: 4s - loss: 4.8632e-04 - acc: 1.000 - ETA: 4s - loss: 4.5096e-04 - acc: 1.000 - ETA: 4s - loss: 4.2040e-04 - acc: 1.000 - ETA: 4s - loss: 3.9371e-04 - acc: 1.000 - ETA: 4s - loss: 3.7021e-04 - acc: 1.000 - ETA: 4s - loss: 3.4936e-04 - acc: 1.000 - ETA: 3s - loss: 3.3074e-04 - acc: 1.000 - ETA: 3s - loss: 3.1400e-04 - acc: 1.000 - ETA: 3s - loss: 2.9887e-04 - acc: 1.000 - ETA: 3s - loss: 0.0025 - acc: 0.9994 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00712: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5634 - val_acc: 0.8311 Epoch 714/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1965e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1970e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 1.1963e-07 - acc: 1.000 - ETA: 4s - loss: 6.4854e-07 - acc: 1.000 - ETA: 4s - loss: 6.2373e-07 - acc: 1.000 - ETA: 4s - loss: 6.3868e-07 - acc: 1.000 - ETA: 4s - loss: 6.1642e-07 - acc: 1.000 - ETA: 4s - loss: 5.9599e-07 - acc: 1.000 - ETA: 3s - loss: 5.7736e-07 - acc: 1.000 - ETA: 3s - loss: 5.5445e-07 - acc: 1.000 - ETA: 3s - loss: 5.3373e-07 - acc: 1.000 - ETA: 3s - loss: 5.1489e-07 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00713: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5638 - val_acc: 0.8299 Epoch 715/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2196e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2049e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.1997e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1989e-07 - acc: 1.000 - ETA: 4s - loss: 3.9848e-04 - acc: 1.000 - ETA: 4s - loss: 3.7359e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9993 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.9241e-04 - acc: 0.999 - ETA: 3s - loss: 9.5655e-04 - acc: 0.999 - ETA: 3s - loss: 9.2318e-04 - acc: 0.999 - ETA: 3s - loss: 8.8216e-04 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.9989 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00714: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5662 - val_acc: 0.8311 Epoch 716/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 5s - loss: 1.2083e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2050e-07 - acc: 1.000 - ETA: 4s - loss: 1.2035e-07 - acc: 1.000 - ETA: 4s - loss: 6.2944e-04 - acc: 1.000 - ETA: 4s - loss: 5.7062e-04 - acc: 1.000 - ETA: 4s - loss: 5.2102e-04 - acc: 1.000 - ETA: 4s - loss: 4.7934e-04 - acc: 1.000 - ETA: 4s - loss: 4.4385e-04 - acc: 1.000 - ETA: 4s - loss: 4.2069e-04 - acc: 1.000 - ETA: 4s - loss: 3.9311e-04 - acc: 1.000 - ETA: 4s - loss: 3.6893e-04 - acc: 1.000 - ETA: 4s - loss: 3.4755e-04 - acc: 1.000 - ETA: 4s - loss: 3.2851e-04 - acc: 1.000 - ETA: 4s - loss: 3.1145e-04 - acc: 1.000 - ETA: 3s - loss: 2.9608e-04 - acc: 1.000 - ETA: 3s - loss: 2.8551e-04 - acc: 1.000 - ETA: 3s - loss: 2.7254e-04 - acc: 1.000 - ETA: 3s - loss: 2.6356e-04 - acc: 1.000 - ETA: 3s - loss: 2.5247e-04 - acc: 1.000 - ETA: 3s - loss: 2.4227e-04 - acc: 1.000 - ETA: 3s - loss: 2.3515e-04 - acc: 1.000 - ETA: 3s - loss: 2.2843e-04 - acc: 1.000 - ETA: 3s - loss: 2.2209e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7455e-04 - acc: 0.999 - ETA: 3s - loss: 9.4386e-04 - acc: 0.999 - ETA: 3s - loss: 9.1504e-04 - acc: 0.999 - ETA: 3s - loss: 8.8793e-04 - acc: 0.999 - ETA: 3s - loss: 8.6863e-04 - acc: 0.999 - ETA: 3s - loss: 8.4417e-04 - acc: 0.999 - ETA: 2s - loss: 8.2104e-04 - acc: 0.999 - ETA: 2s - loss: 8.0452e-04 - acc: 0.999 - ETA: 2s - loss: 7.8349e-04 - acc: 0.999 - ETA: 2s - loss: 7.6353e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9994 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7863e-04 - acc: 0.999 - ETA: 2s - loss: 9.5639e-04 - acc: 0.999 - ETA: 2s - loss: 9.4036e-04 - acc: 0.999 - ETA: 2s - loss: 9.1981e-04 - acc: 0.999 - ETA: 2s - loss: 9.0014e-04 - acc: 0.999 - ETA: 2s - loss: 8.8129e-04 - acc: 0.999 - ETA: 2s - loss: 8.6321e-04 - acc: 0.999 - ETA: 2s - loss: 8.5014e-04 - acc: 0.999 - ETA: 2s - loss: 8.3330e-04 - acc: 0.999 - ETA: 2s - loss: 8.2111e-04 - acc: 0.999 - ETA: 2s - loss: 8.0927e-04 - acc: 0.999 - ETA: 1s - loss: 7.9400e-04 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.9993 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 00715: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5650 - val_acc: 0.8311 Epoch 717/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1942e-07 - acc: 1.000 - ETA: 4s - loss: 1.1998e-07 - acc: 1.000 - ETA: 4s - loss: 1.1989e-07 - acc: 1.000 - ETA: 4s - loss: 1.1982e-07 - acc: 1.000 - ETA: 4s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9990 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00716: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5644 - val_acc: 0.8323 Epoch 718/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0092 - acc: 0.997 - ETA: 5s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00717: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5660 - val_acc: 0.8311 Epoch 719/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.6248e-07 - acc: 1.000 - ETA: 5s - loss: 3.2407e-07 - acc: 1.000 - ETA: 5s - loss: 2.9613e-07 - acc: 1.000 - ETA: 5s - loss: 2.7052e-07 - acc: 1.000 - ETA: 4s - loss: 2.5487e-07 - acc: 1.000 - ETA: 4s - loss: 2.4215e-07 - acc: 1.000 - ETA: 4s - loss: 2.3161e-07 - acc: 1.000 - ETA: 4s - loss: 2.2008e-07 - acc: 1.000 - ETA: 4s - loss: 2.1070e-07 - acc: 1.000 - ETA: 4s - loss: 2.0291e-07 - acc: 1.000 - ETA: 4s - loss: 1.9635e-07 - acc: 1.000 - ETA: 4s - loss: 1.9074e-07 - acc: 1.000 - ETA: 4s - loss: 4.9040e-04 - acc: 1.000 - ETA: 4s - loss: 4.6667e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9992 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00718: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5622 - val_acc: 0.8323 Epoch 720/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 5s - loss: 1.1961e-07 - acc: 1.000 - ETA: 5s - loss: 1.2004e-07 - acc: 1.000 - ETA: 5s - loss: 1.1989e-07 - acc: 1.000 - ETA: 5s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2074e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2763e-04 - acc: 0.998 - ETA: 4s - loss: 8.6843e-04 - acc: 0.998 - ETA: 4s - loss: 8.1633e-04 - acc: 0.999 - ETA: 4s - loss: 7.7013e-04 - acc: 0.999 - ETA: 4s - loss: 7.2888e-04 - acc: 0.999 - ETA: 4s - loss: 6.9182e-04 - acc: 0.999 - ETA: 4s - loss: 6.5835e-04 - acc: 0.999 - ETA: 4s - loss: 6.2797e-04 - acc: 0.999 - ETA: 4s - loss: 6.0027e-04 - acc: 0.999 - ETA: 4s - loss: 5.7491e-04 - acc: 0.999 - ETA: 4s - loss: 5.5161e-04 - acc: 0.999 - ETA: 4s - loss: 5.3013e-04 - acc: 0.999 - ETA: 4s - loss: 5.0395e-04 - acc: 0.999 - ETA: 4s - loss: 4.8596e-04 - acc: 0.999 - ETA: 4s - loss: 4.6388e-04 - acc: 0.999 - ETA: 4s - loss: 4.4371e-04 - acc: 0.999 - ETA: 4s - loss: 4.2523e-04 - acc: 0.999 - ETA: 4s - loss: 4.0823e-04 - acc: 0.999 - ETA: 3s - loss: 3.9253e-04 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.9991 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00719: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5627 - val_acc: 0.8311 Epoch 721/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9944 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.994 - ETA: 4s - loss: 0.0106 - acc: 0.994 - ETA: 4s - loss: 0.0102 - acc: 0.995 - ETA: 4s - loss: 0.0091 - acc: 0.995 - ETA: 4s - loss: 0.0082 - acc: 0.996 - ETA: 4s - loss: 0.0075 - acc: 0.996 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00720: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5633 - val_acc: 0.8323 Epoch 722/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00721: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8299 Epoch 723/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9976 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00722: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5663 - val_acc: 0.8311 Epoch 724/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2338e-07 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9944 - ETA: 4s - loss: 0.0091 - acc: 0.992 - ETA: 5s - loss: 0.0074 - acc: 0.993 - ETA: 5s - loss: 0.0062 - acc: 0.994 - ETA: 5s - loss: 0.0054 - acc: 0.995 - ETA: 5s - loss: 0.0047 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.994 - ETA: 4s - loss: 0.0289 - acc: 0.995 - ETA: 4s - loss: 0.0257 - acc: 0.995 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 4s - loss: 0.0138 - acc: 0.996 - ETA: 4s - loss: 0.0133 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0217 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0194 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00723: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5657 - val_acc: 0.8299 Epoch 725/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 0.0051 - acc: 0.9937 - ETA: 5s - loss: 0.0034 - acc: 0.995 - ETA: 5s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5864e-04 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.9987 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00724: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5645 - val_acc: 0.8323 Epoch 726/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.5042e-06 - acc: 1.000 - ETA: 4s - loss: 1.7704e-06 - acc: 1.000 - ETA: 4s - loss: 1.3829e-06 - acc: 1.000 - ETA: 4s - loss: 1.1422e-06 - acc: 1.000 - ETA: 4s - loss: 9.7853e-07 - acc: 1.000 - ETA: 4s - loss: 8.6021e-07 - acc: 1.000 - ETA: 4s - loss: 7.7067e-07 - acc: 1.000 - ETA: 4s - loss: 7.0056e-07 - acc: 1.000 - ETA: 4s - loss: 6.4384e-07 - acc: 1.000 - ETA: 3s - loss: 5.9761e-07 - acc: 1.000 - ETA: 3s - loss: 5.5855e-07 - acc: 1.000 - ETA: 3s - loss: 5.2562e-07 - acc: 1.000 - ETA: 3s - loss: 4.9741e-07 - acc: 1.000 - ETA: 3s - loss: 4.7271e-07 - acc: 1.000 - ETA: 3s - loss: 4.5096e-07 - acc: 1.000 - ETA: 3s - loss: 4.3173e-07 - acc: 1.000 - ETA: 3s - loss: 4.1460e-07 - acc: 1.000 - ETA: 3s - loss: 3.7879e-04 - acc: 1.000 - ETA: 3s - loss: 3.6009e-04 - acc: 1.000 - ETA: 3s - loss: 4.5277e-04 - acc: 1.000 - ETA: 3s - loss: 4.3242e-04 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9995 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00725: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5638 - val_acc: 0.8311 Epoch 727/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.4077e-07 - acc: 1.000 - ETA: 4s - loss: 1.3666e-07 - acc: 1.000 - ETA: 4s - loss: 3.9511e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9983 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9310e-04 - acc: 0.999 - ETA: 4s - loss: 9.3200e-04 - acc: 0.999 - ETA: 3s - loss: 8.7798e-04 - acc: 0.999 - ETA: 3s - loss: 8.2987e-04 - acc: 0.999 - ETA: 3s - loss: 7.8677e-04 - acc: 0.999 - ETA: 3s - loss: 7.4792e-04 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.9988 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00726: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5679 - val_acc: 0.8299 Epoch 728/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 0.0163 - acc: 0.9900 - ETA: 4s - loss: 0.0090 - acc: 0.994 - ETA: 4s - loss: 0.0063 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9013e-04 - acc: 0.999 - ETA: 2s - loss: 9.6918e-04 - acc: 0.999 - ETA: 2s - loss: 9.4910e-04 - acc: 0.999 - ETA: 2s - loss: 9.2983e-04 - acc: 0.999 - ETA: 1s - loss: 9.1133e-04 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.9995 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.8863e-04 - acc: 0.999 - ETA: 1s - loss: 9.7032e-04 - acc: 0.999 - ETA: 1s - loss: 9.5268e-04 - acc: 0.999 - ETA: 1s - loss: 9.3567e-04 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.9993 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00727: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5672 - val_acc: 0.8311 Epoch 729/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0202 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00728: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5690 - val_acc: 0.8311 Epoch 730/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9972 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9535e-04 - acc: 0.999 - ETA: 3s - loss: 9.3009e-04 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.9985 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 00729: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5619 - val_acc: 0.8323 Epoch 731/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8758e-04 - acc: 0.998 - ETA: 4s - loss: 8.9124e-04 - acc: 0.998 - ETA: 4s - loss: 8.1203e-04 - acc: 0.998 - ETA: 4s - loss: 7.4575e-04 - acc: 0.999 - ETA: 4s - loss: 6.8948e-04 - acc: 0.999 - ETA: 4s - loss: 6.5255e-04 - acc: 0.999 - ETA: 4s - loss: 6.0905e-04 - acc: 0.999 - ETA: 4s - loss: 5.7099e-04 - acc: 0.999 - ETA: 4s - loss: 5.3741e-04 - acc: 0.999 - ETA: 3s - loss: 5.0756e-04 - acc: 0.999 - ETA: 3s - loss: 4.8086e-04 - acc: 0.999 - ETA: 3s - loss: 4.5682e-04 - acc: 0.999 - ETA: 3s - loss: 4.8668e-04 - acc: 0.999 - ETA: 3s - loss: 4.6456e-04 - acc: 0.999 - ETA: 3s - loss: 4.4925e-04 - acc: 0.999 - ETA: 3s - loss: 4.3034e-04 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.9990 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00730: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5662 - val_acc: 0.8311 Epoch 732/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00731: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5658 - val_acc: 0.8323 Epoch 733/2000 6620/6680 [============================>.] - ETA: 5s - loss: 0.0656 - acc: 0.950 - ETA: 5s - loss: 0.0164 - acc: 0.987 - ETA: 5s - loss: 0.0163 - acc: 0.985 - ETA: 5s - loss: 0.0104 - acc: 0.990 - ETA: 5s - loss: 0.0076 - acc: 0.993 - ETA: 4s - loss: 0.0060 - acc: 0.994 - ETA: 4s - loss: 0.0050 - acc: 0.995 - ETA: 4s - loss: 0.0042 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 00732: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5669 - val_acc: 0.8311 Epoch 734/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3271e-04 - acc: 1.000 - ETA: 4s - loss: 8.3189e-04 - acc: 1.000 - ETA: 4s - loss: 7.5074e-04 - acc: 1.000 - ETA: 4s - loss: 6.9956e-04 - acc: 1.000 - ETA: 4s - loss: 6.4128e-04 - acc: 1.000 - ETA: 4s - loss: 0.0161 - acc: 0.9990 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00733: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5664 - val_acc: 0.8311 Epoch 735/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0205 - acc: 0.9900 - ETA: 4s - loss: 0.0128 - acc: 0.993 - ETA: 4s - loss: 0.0085 - acc: 0.995 - ETA: 4s - loss: 0.0064 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00734: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5673 - val_acc: 0.8311 Epoch 736/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1941e-07 - acc: 1.000 - ETA: 3s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1935e-07 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9989 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8443e-04 - acc: 0.999 - ETA: 2s - loss: 9.5548e-04 - acc: 0.999 - ETA: 2s - loss: 9.2818e-04 - acc: 0.999 - ETA: 2s - loss: 9.0240e-04 - acc: 0.999 - ETA: 2s - loss: 8.7802e-04 - acc: 0.999 - ETA: 2s - loss: 8.5492e-04 - acc: 0.999 - ETA: 2s - loss: 8.3300e-04 - acc: 0.999 - ETA: 2s - loss: 8.1218e-04 - acc: 0.999 - ETA: 2s - loss: 7.9237e-04 - acc: 0.999 - ETA: 2s - loss: 7.7351e-04 - acc: 0.999 - ETA: 2s - loss: 7.5552e-04 - acc: 0.999 - ETA: 2s - loss: 7.3835e-04 - acc: 0.999 - ETA: 2s - loss: 7.2195e-04 - acc: 0.999 - ETA: 2s - loss: 7.0626e-04 - acc: 0.999 - ETA: 2s - loss: 6.9123e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9995 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00735: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5606 - val_acc: 0.8323 Epoch 737/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7484e-07 - acc: 1.000 - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.6228e-07 - acc: 1.000 - ETA: 4s - loss: 1.5787e-07 - acc: 1.000 - ETA: 4s - loss: 1.5513e-07 - acc: 1.000 - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 4s - loss: 1.4914e-07 - acc: 1.000 - ETA: 4s - loss: 1.4687e-07 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00736: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5649 - val_acc: 0.8323 Epoch 738/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2149e-07 - acc: 1.000 - ETA: 4s - loss: 1.2105e-07 - acc: 1.000 - ETA: 4s - loss: 1.2076e-07 - acc: 1.000 - ETA: 4s - loss: 1.2059e-07 - acc: 1.000 - ETA: 4s - loss: 1.2065e-07 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00737: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5631 - val_acc: 0.8323 Epoch 739/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00738: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5643 - val_acc: 0.8323 Epoch 740/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9900 - ETA: 4s - loss: 0.0096 - acc: 0.988 - ETA: 4s - loss: 0.0067 - acc: 0.992 - ETA: 4s - loss: 0.0051 - acc: 0.994 - ETA: 4s - loss: 0.0105 - acc: 0.992 - ETA: 4s - loss: 0.0088 - acc: 0.994 - ETA: 4s - loss: 0.0111 - acc: 0.993 - ETA: 4s - loss: 0.0097 - acc: 0.993 - ETA: 4s - loss: 0.0087 - acc: 0.994 - ETA: 4s - loss: 0.0080 - acc: 0.995 - ETA: 4s - loss: 0.0073 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.995 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00739: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5653 - val_acc: 0.8323 Epoch 741/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 6.3719e-07 - acc: 1.000 - ETA: 4s - loss: 6.0481e-07 - acc: 1.000 - ETA: 4s - loss: 5.7625e-07 - acc: 1.000 - ETA: 3s - loss: 5.5094e-07 - acc: 1.000 - ETA: 3s - loss: 5.3407e-07 - acc: 1.000 - ETA: 3s - loss: 5.1329e-07 - acc: 1.000 - ETA: 3s - loss: 4.9430e-07 - acc: 1.000 - ETA: 3s - loss: 4.8128e-07 - acc: 1.000 - ETA: 3s - loss: 4.6519e-07 - acc: 1.000 - ETA: 3s - loss: 4.5403e-07 - acc: 1.000 - ETA: 3s - loss: 4.4044e-07 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00740: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5634 - val_acc: 0.8323 Epoch 742/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00741: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5644 - val_acc: 0.8323 Epoch 743/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 5.2429e-04 - acc: 0.999 - ETA: 3s - loss: 4.9557e-04 - acc: 0.999 - ETA: 3s - loss: 4.6983e-04 - acc: 0.999 - ETA: 3s - loss: 4.4663e-04 - acc: 0.999 - ETA: 3s - loss: 4.2562e-04 - acc: 0.999 - ETA: 3s - loss: 4.0650e-04 - acc: 0.999 - ETA: 3s - loss: 3.9325e-04 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.9990 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00742: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5642 - val_acc: 0.8311 Epoch 744/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.7287e-07 - acc: 1.000 - ETA: 4s - loss: 2.9482e-07 - acc: 1.000 - ETA: 4s - loss: 2.5367e-07 - acc: 1.000 - ETA: 4s - loss: 2.2820e-07 - acc: 1.000 - ETA: 4s - loss: 2.1076e-07 - acc: 1.000 - ETA: 4s - loss: 1.9814e-07 - acc: 1.000 - ETA: 4s - loss: 1.8857e-07 - acc: 1.000 - ETA: 4s - loss: 1.8107e-07 - acc: 1.000 - ETA: 4s - loss: 1.7504e-07 - acc: 1.000 - ETA: 4s - loss: 1.7007e-07 - acc: 1.000 - ETA: 4s - loss: 1.6592e-07 - acc: 1.000 - ETA: 3s - loss: 1.6240e-07 - acc: 1.000 - ETA: 3s - loss: 1.5942e-07 - acc: 1.000 - ETA: 3s - loss: 1.5678e-07 - acc: 1.000 - ETA: 3s - loss: 1.5447e-07 - acc: 1.000 - ETA: 3s - loss: 1.5242e-07 - acc: 1.000 - ETA: 3s - loss: 1.5069e-07 - acc: 1.000 - ETA: 3s - loss: 1.6476e-06 - acc: 1.000 - ETA: 3s - loss: 1.5721e-06 - acc: 1.000 - ETA: 3s - loss: 1.5038e-06 - acc: 1.000 - ETA: 3s - loss: 1.4416e-06 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9995 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00743: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5653 - val_acc: 0.8323 Epoch 745/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9944 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00744: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8323 Epoch 746/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.0000 - ETA: 4s - loss: 0.0649 - acc: 0.996 - ETA: 4s - loss: 0.0496 - acc: 0.997 - ETA: 4s - loss: 0.0486 - acc: 0.995 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0364 - acc: 0.994 - ETA: 4s - loss: 0.0319 - acc: 0.995 - ETA: 4s - loss: 0.0285 - acc: 0.995 - ETA: 4s - loss: 0.0257 - acc: 0.996 - ETA: 4s - loss: 0.0234 - acc: 0.996 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00745: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5683 - val_acc: 0.8323 Epoch 747/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2196e-07 - acc: 1.000 - ETA: 4s - loss: 1.2131e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2064e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.0464e-06 - acc: 1.000 - ETA: 4s - loss: 9.4619e-07 - acc: 1.000 - ETA: 4s - loss: 8.6551e-07 - acc: 1.000 - ETA: 4s - loss: 7.9917e-07 - acc: 1.000 - ETA: 4s - loss: 7.4391e-07 - acc: 1.000 - ETA: 4s - loss: 4.8245e-04 - acc: 1.000 - ETA: 3s - loss: 4.4861e-04 - acc: 1.000 - ETA: 3s - loss: 4.1920e-04 - acc: 1.000 - ETA: 3s - loss: 3.9341e-04 - acc: 1.000 - ETA: 3s - loss: 3.7061e-04 - acc: 1.000 - ETA: 3s - loss: 8.2165e-04 - acc: 1.000 - ETA: 3s - loss: 7.7898e-04 - acc: 1.000 - ETA: 3s - loss: 7.4051e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9994 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 00746: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5647 - val_acc: 0.8311 Epoch 748/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.5987e-04 - acc: 1.000 - ETA: 4s - loss: 8.4354e-04 - acc: 1.000 - ETA: 4s - loss: 7.5666e-04 - acc: 1.000 - ETA: 4s - loss: 6.8285e-04 - acc: 1.000 - ETA: 4s - loss: 6.2216e-04 - acc: 1.000 - ETA: 4s - loss: 5.7139e-04 - acc: 1.000 - ETA: 4s - loss: 5.2827e-04 - acc: 1.000 - ETA: 4s - loss: 4.9121e-04 - acc: 1.000 - ETA: 3s - loss: 0.0037 - acc: 0.9992 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00747: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5653 - val_acc: 0.8323 Epoch 749/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 8.1670e-06 - acc: 1.000 - ETA: 4s - loss: 6.6341e-06 - acc: 1.000 - ETA: 4s - loss: 5.5917e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9901e-04 - acc: 1.000 - ETA: 4s - loss: 8.1134e-04 - acc: 1.000 - ETA: 4s - loss: 7.3923e-04 - acc: 1.000 - ETA: 4s - loss: 6.7890e-04 - acc: 1.000 - ETA: 3s - loss: 6.2767e-04 - acc: 1.000 - ETA: 3s - loss: 5.8364e-04 - acc: 1.000 - ETA: 3s - loss: 5.4538e-04 - acc: 1.000 - ETA: 3s - loss: 5.1182e-04 - acc: 1.000 - ETA: 3s - loss: 4.8216e-04 - acc: 1.000 - ETA: 3s - loss: 4.5575e-04 - acc: 1.000 - ETA: 3s - loss: 4.3208e-04 - acc: 1.000 - ETA: 3s - loss: 4.1075e-04 - acc: 1.000 - ETA: 3s - loss: 3.9142e-04 - acc: 1.000 - ETA: 3s - loss: 3.7384e-04 - acc: 1.000 - ETA: 3s - loss: 3.5776e-04 - acc: 1.000 - ETA: 3s - loss: 3.4301e-04 - acc: 1.000 - ETA: 3s - loss: 3.2943e-04 - acc: 1.000 - ETA: 3s - loss: 3.1689e-04 - acc: 1.000 - ETA: 3s - loss: 6.5259e-04 - acc: 0.999 - ETA: 3s - loss: 6.2949e-04 - acc: 0.999 - ETA: 3s - loss: 6.0797e-04 - acc: 0.999 - ETA: 3s - loss: 5.8788e-04 - acc: 0.999 - ETA: 3s - loss: 5.6907e-04 - acc: 0.999 - ETA: 2s - loss: 5.5143e-04 - acc: 0.999 - ETA: 2s - loss: 5.3485e-04 - acc: 0.999 - ETA: 2s - loss: 5.1924e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9993 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8010e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9991 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 00748: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5656 - val_acc: 0.8323 Epoch 750/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.6325e-04 - acc: 1.000 - ETA: 4s - loss: 3.8915e-04 - acc: 1.000 - ETA: 4s - loss: 3.3549e-04 - acc: 1.000 - ETA: 4s - loss: 2.9484e-04 - acc: 1.000 - ETA: 4s - loss: 2.6298e-04 - acc: 1.000 - ETA: 4s - loss: 2.3733e-04 - acc: 1.000 - ETA: 4s - loss: 2.1625e-04 - acc: 1.000 - ETA: 4s - loss: 1.9860e-04 - acc: 1.000 - ETA: 4s - loss: 1.8362e-04 - acc: 1.000 - ETA: 4s - loss: 1.7075e-04 - acc: 1.000 - ETA: 4s - loss: 1.5956e-04 - acc: 1.000 - ETA: 3s - loss: 1.4975e-04 - acc: 1.000 - ETA: 3s - loss: 1.4135e-04 - acc: 1.000 - ETA: 3s - loss: 1.3362e-04 - acc: 1.000 - ETA: 3s - loss: 1.2668e-04 - acc: 1.000 - ETA: 3s - loss: 1.2043e-04 - acc: 1.000 - ETA: 3s - loss: 1.1477e-04 - acc: 1.000 - ETA: 3s - loss: 7.4601e-04 - acc: 0.999 - ETA: 3s - loss: 7.1393e-04 - acc: 0.999 - ETA: 3s - loss: 6.8449e-04 - acc: 0.999 - ETA: 3s - loss: 6.5739e-04 - acc: 0.999 - ETA: 3s - loss: 6.3235e-04 - acc: 0.999 - ETA: 3s - loss: 6.0915e-04 - acc: 0.999 - ETA: 3s - loss: 5.8759e-04 - acc: 0.999 - ETA: 3s - loss: 5.6750e-04 - acc: 0.999 - ETA: 3s - loss: 5.4875e-04 - acc: 0.999 - ETA: 3s - loss: 5.3191e-04 - acc: 0.999 - ETA: 2s - loss: 5.1542e-04 - acc: 0.999 - ETA: 2s - loss: 4.9992e-04 - acc: 0.999 - ETA: 2s - loss: 4.8533e-04 - acc: 0.999 - ETA: 2s - loss: 4.7156e-04 - acc: 0.999 - ETA: 2s - loss: 4.5856e-04 - acc: 0.999 - ETA: 2s - loss: 4.4625e-04 - acc: 0.999 - ETA: 2s - loss: 4.3459e-04 - acc: 0.999 - ETA: 2s - loss: 6.6943e-04 - acc: 0.999 - ETA: 2s - loss: 6.5280e-04 - acc: 0.999 - ETA: 2s - loss: 6.3698e-04 - acc: 0.999 - ETA: 2s - loss: 6.2190e-04 - acc: 0.999 - ETA: 2s - loss: 6.0753e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9992 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00749: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5687 - val_acc: 0.8323 Epoch 751/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2792e-07 - acc: 1.000 - ETA: 4s - loss: 1.2587e-07 - acc: 1.000 - ETA: 4s - loss: 1.2460e-07 - acc: 1.000 - ETA: 4s - loss: 1.2374e-07 - acc: 1.000 - ETA: 4s - loss: 1.2311e-07 - acc: 1.000 - ETA: 4s - loss: 4.1442e-04 - acc: 1.000 - ETA: 4s - loss: 3.6963e-04 - acc: 1.000 - ETA: 4s - loss: 3.3358e-04 - acc: 1.000 - ETA: 4s - loss: 3.0394e-04 - acc: 1.000 - ETA: 4s - loss: 2.7914e-04 - acc: 1.000 - ETA: 4s - loss: 2.5808e-04 - acc: 1.000 - ETA: 4s - loss: 2.3998e-04 - acc: 1.000 - ETA: 3s - loss: 2.2425e-04 - acc: 1.000 - ETA: 3s - loss: 2.1046e-04 - acc: 1.000 - ETA: 3s - loss: 1.9826e-04 - acc: 1.000 - ETA: 3s - loss: 5.5446e-04 - acc: 1.000 - ETA: 3s - loss: 5.2567e-04 - acc: 1.000 - ETA: 3s - loss: 4.9971e-04 - acc: 1.000 - ETA: 3s - loss: 8.4129e-04 - acc: 1.000 - ETA: 3s - loss: 8.0349e-04 - acc: 1.000 - ETA: 3s - loss: 7.6893e-04 - acc: 1.000 - ETA: 3s - loss: 7.3723e-04 - acc: 1.000 - ETA: 3s - loss: 7.0804e-04 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00750: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5677 - val_acc: 0.8323 Epoch 752/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 9.9895e-04 - acc: 1.000 - ETA: 3s - loss: 9.3748e-04 - acc: 1.000 - ETA: 3s - loss: 8.8314e-04 - acc: 1.000 - ETA: 3s - loss: 8.3476e-04 - acc: 1.000 - ETA: 3s - loss: 7.9140e-04 - acc: 1.000 - ETA: 3s - loss: 7.5232e-04 - acc: 1.000 - ETA: 3s - loss: 0.0102 - acc: 0.9994 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00751: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5681 - val_acc: 0.8323 Epoch 753/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 9.2608e-04 - acc: 0.998 - ETA: 4s - loss: 8.3995e-04 - acc: 0.998 - ETA: 4s - loss: 7.6847e-04 - acc: 0.998 - ETA: 4s - loss: 7.2237e-04 - acc: 0.999 - ETA: 4s - loss: 6.8149e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9991 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9989Epoch 00752: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5670 - val_acc: 0.8323 Epoch 754/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2252e-07 - acc: 1.000 - ETA: 5s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 6.2887e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8628e-04 - acc: 1.000 - ETA: 4s - loss: 8.7967e-04 - acc: 1.000 - ETA: 4s - loss: 7.9386e-04 - acc: 1.000 - ETA: 4s - loss: 7.2330e-04 - acc: 1.000 - ETA: 4s - loss: 6.6427e-04 - acc: 1.000 - ETA: 4s - loss: 6.1414e-04 - acc: 1.000 - ETA: 4s - loss: 5.7119e-04 - acc: 1.000 - ETA: 4s - loss: 5.3374e-04 - acc: 1.000 - ETA: 4s - loss: 5.0090e-04 - acc: 1.000 - ETA: 4s - loss: 4.7187e-04 - acc: 1.000 - ETA: 3s - loss: 4.4602e-04 - acc: 1.000 - ETA: 3s - loss: 4.2842e-04 - acc: 1.000 - ETA: 3s - loss: 4.0701e-04 - acc: 1.000 - ETA: 3s - loss: 3.8763e-04 - acc: 1.000 - ETA: 3s - loss: 3.7002e-04 - acc: 1.000 - ETA: 3s - loss: 3.5394e-04 - acc: 1.000 - ETA: 3s - loss: 3.3919e-04 - acc: 1.000 - ETA: 3s - loss: 3.2563e-04 - acc: 1.000 - ETA: 3s - loss: 3.1311e-04 - acc: 1.000 - ETA: 3s - loss: 3.0152e-04 - acc: 1.000 - ETA: 3s - loss: 2.9075e-04 - acc: 1.000 - ETA: 3s - loss: 2.8073e-04 - acc: 1.000 - ETA: 3s - loss: 2.7138e-04 - acc: 1.000 - ETA: 3s - loss: 2.6263e-04 - acc: 1.000 - ETA: 3s - loss: 2.5443e-04 - acc: 1.000 - ETA: 3s - loss: 5.1537e-04 - acc: 0.999 - ETA: 3s - loss: 5.0022e-04 - acc: 0.999 - ETA: 2s - loss: 4.8593e-04 - acc: 0.999 - ETA: 2s - loss: 4.7243e-04 - acc: 0.999 - ETA: 2s - loss: 4.5967e-04 - acc: 0.999 - ETA: 2s - loss: 4.4758e-04 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.9994 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00753: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5672 - val_acc: 0.8311 Epoch 755/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0068 - acc: 1.0000 - ETA: 4s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1521e-04 - acc: 1.000 - ETA: 4s - loss: 8.2593e-04 - acc: 1.000 - ETA: 4s - loss: 7.5252e-04 - acc: 1.000 - ETA: 4s - loss: 6.9110e-04 - acc: 1.000 - ETA: 4s - loss: 6.3895e-04 - acc: 1.000 - ETA: 4s - loss: 8.5096e-04 - acc: 1.000 - ETA: 4s - loss: 7.9517e-04 - acc: 1.000 - ETA: 4s - loss: 7.4624e-04 - acc: 1.000 - ETA: 4s - loss: 7.0299e-04 - acc: 1.000 - ETA: 4s - loss: 6.6447e-04 - acc: 1.000 - ETA: 3s - loss: 6.2996e-04 - acc: 1.000 - ETA: 3s - loss: 6.0634e-04 - acc: 1.000 - ETA: 3s - loss: 5.7747e-04 - acc: 1.000 - ETA: 3s - loss: 5.5123e-04 - acc: 1.000 - ETA: 3s - loss: 5.2727e-04 - acc: 1.000 - ETA: 3s - loss: 8.5974e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.0000 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00754: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5672 - val_acc: 0.8323 Epoch 756/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9988 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8270e-04 - acc: 0.999 - ETA: 4s - loss: 9.0854e-04 - acc: 0.999 - ETA: 4s - loss: 8.4479e-04 - acc: 0.999 - ETA: 4s - loss: 7.8940e-04 - acc: 0.999 - ETA: 4s - loss: 7.4083e-04 - acc: 0.999 - ETA: 4s - loss: 6.9789e-04 - acc: 0.999 - ETA: 4s - loss: 6.5966e-04 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.9987 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00755: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5673 - val_acc: 0.8311 Epoch 757/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0121 - acc: 0.9875 - ETA: 5s - loss: 0.0060 - acc: 0.993 - ETA: 5s - loss: 0.0040 - acc: 0.995 - ETA: 5s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00756: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5675 - val_acc: 0.8323 Epoch 758/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2029e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 0.9991 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00757: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5666 - val_acc: 0.8347 Epoch 759/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7426e-04 - acc: 1.000 - ETA: 4s - loss: 8.5618e-04 - acc: 1.000 - ETA: 4s - loss: 7.8484e-04 - acc: 1.000 - ETA: 4s - loss: 7.0637e-04 - acc: 1.000 - ETA: 4s - loss: 6.4217e-04 - acc: 1.000 - ETA: 4s - loss: 5.8866e-04 - acc: 1.000 - ETA: 4s - loss: 5.4339e-04 - acc: 1.000 - ETA: 4s - loss: 5.0459e-04 - acc: 1.000 - ETA: 4s - loss: 4.7096e-04 - acc: 1.000 - ETA: 4s - loss: 4.4853e-04 - acc: 1.000 - ETA: 4s - loss: 4.2176e-04 - acc: 1.000 - ETA: 4s - loss: 3.9801e-04 - acc: 1.000 - ETA: 4s - loss: 3.7731e-04 - acc: 1.000 - ETA: 3s - loss: 3.5821e-04 - acc: 1.000 - ETA: 3s - loss: 3.4095e-04 - acc: 1.000 - ETA: 3s - loss: 3.2528e-04 - acc: 1.000 - ETA: 3s - loss: 8.6984e-04 - acc: 0.999 - ETA: 3s - loss: 8.3322e-04 - acc: 0.999 - ETA: 3s - loss: 7.9956e-04 - acc: 0.999 - ETA: 3s - loss: 7.6851e-04 - acc: 0.999 - ETA: 3s - loss: 7.3979e-04 - acc: 0.999 - ETA: 3s - loss: 7.1961e-04 - acc: 0.999 - ETA: 3s - loss: 6.9437e-04 - acc: 0.999 - ETA: 3s - loss: 6.7083e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00758: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5638 - val_acc: 0.8347 Epoch 760/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9988Epoch 00759: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8311 Epoch 761/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 0.0403 - acc: 0.9952 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0447 - acc: 0.995 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0344 - acc: 0.996 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00760: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5654 - val_acc: 0.8335 Epoch 762/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.9898e-07 - acc: 1.000 - ETA: 4s - loss: 1.8478e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9980 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4123e-04 - acc: 0.999 - ETA: 4s - loss: 8.7849e-04 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.9984 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00761: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5637 - val_acc: 0.8359 Epoch 763/2000 6620/6680 [============================>.] - ETA: 5s - loss: 0.0280 - acc: 1.000 - ETA: 5s - loss: 0.0056 - acc: 1.000 - ETA: 5s - loss: 0.0035 - acc: 1.000 - ETA: 5s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9884e-04 - acc: 1.000 - ETA: 4s - loss: 8.7400e-04 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9986 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9209e-04 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.9993 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00762: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5593 - val_acc: 0.8335 Epoch 764/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 1.2300e-07 - acc: 1.000 - ETA: 5s - loss: 1.2239e-07 - acc: 1.000 - ETA: 5s - loss: 1.2172e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9978 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 00763: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5605 - val_acc: 0.8335 Epoch 765/2000 6620/6680 [============================>.] - ETA: 7s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.9241e-06 - acc: 1.000 - ETA: 4s - loss: 1.7053e-06 - acc: 1.000 - ETA: 4s - loss: 1.5339e-06 - acc: 1.000 - ETA: 4s - loss: 1.3959e-06 - acc: 1.000 - ETA: 4s - loss: 1.2824e-06 - acc: 1.000 - ETA: 4s - loss: 1.1875e-06 - acc: 1.000 - ETA: 4s - loss: 1.1069e-06 - acc: 1.000 - ETA: 4s - loss: 8.8237e-04 - acc: 0.999 - ETA: 4s - loss: 8.2452e-04 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.9985 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 00764: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5617 - val_acc: 0.8335 Epoch 766/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 8.1714e-04 - acc: 1.000 - ETA: 4s - loss: 0.0060 - acc: 0.9984 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00765: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5642 - val_acc: 0.8323 Epoch 767/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 5.8727e-04 - acc: 0.999 - ETA: 3s - loss: 5.5114e-04 - acc: 0.999 - ETA: 3s - loss: 5.1919e-04 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.9986 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00766: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5670 - val_acc: 0.8335 Epoch 768/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9986 - ETA: 4s - loss: 9.1315e-04 - acc: 0.998 - ETA: 4s - loss: 8.2821e-04 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.9979 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 00767: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5647 - val_acc: 0.8347 Epoch 769/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9975 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00768: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5669 - val_acc: 0.8311 Epoch 770/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2169e-07 - acc: 1.000 - ETA: 4s - loss: 1.2107e-07 - acc: 1.000 - ETA: 4s - loss: 1.2249e-07 - acc: 1.000 - ETA: 4s - loss: 1.2194e-07 - acc: 1.000 - ETA: 4s - loss: 1.2155e-07 - acc: 1.000 - ETA: 4s - loss: 1.2126e-07 - acc: 1.000 - ETA: 4s - loss: 1.2111e-07 - acc: 1.000 - ETA: 4s - loss: 1.2092e-07 - acc: 1.000 - ETA: 4s - loss: 2.1566e-07 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00769: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5682 - val_acc: 0.8299 Epoch 771/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.1791 - acc: 0.988 - ETA: 4s - loss: 0.1273 - acc: 0.988 - ETA: 4s - loss: 0.0973 - acc: 0.991 - ETA: 4s - loss: 0.0788 - acc: 0.992 - ETA: 4s - loss: 0.0688 - acc: 0.992 - ETA: 4s - loss: 0.0593 - acc: 0.993 - ETA: 4s - loss: 0.0538 - acc: 0.993 - ETA: 4s - loss: 0.0478 - acc: 0.994 - ETA: 4s - loss: 0.0441 - acc: 0.994 - ETA: 4s - loss: 0.0400 - acc: 0.995 - ETA: 4s - loss: 0.0366 - acc: 0.995 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.996 - ETA: 4s - loss: 0.0269 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 00770: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5673 - val_acc: 0.8323 Epoch 772/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1954e-07 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00771: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5674 - val_acc: 0.8323 Epoch 773/2000 6600/6680 [============================>.] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00772: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5647 - val_acc: 0.8323 Epoch 774/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2762e-04 - acc: 1.000 - ETA: 4s - loss: 6.6212e-04 - acc: 1.000 - ETA: 4s - loss: 5.5178e-04 - acc: 1.000 - ETA: 4s - loss: 4.7298e-04 - acc: 1.000 - ETA: 4s - loss: 4.1387e-04 - acc: 1.000 - ETA: 4s - loss: 3.6790e-04 - acc: 1.000 - ETA: 4s - loss: 3.3112e-04 - acc: 1.000 - ETA: 4s - loss: 3.0103e-04 - acc: 1.000 - ETA: 4s - loss: 2.7595e-04 - acc: 1.000 - ETA: 4s - loss: 2.5473e-04 - acc: 1.000 - ETA: 3s - loss: 2.3655e-04 - acc: 1.000 - ETA: 3s - loss: 2.2079e-04 - acc: 1.000 - ETA: 3s - loss: 7.5707e-04 - acc: 0.999 - ETA: 3s - loss: 7.1254e-04 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.9986 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00773: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5704 - val_acc: 0.8323 Epoch 775/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2186e-07 - acc: 1.000 - ETA: 4s - loss: 1.2334e-07 - acc: 1.000 - ETA: 4s - loss: 1.2236e-07 - acc: 1.000 - ETA: 4s - loss: 1.2176e-07 - acc: 1.000 - ETA: 4s - loss: 1.2136e-07 - acc: 1.000 - ETA: 4s - loss: 1.2106e-07 - acc: 1.000 - ETA: 4s - loss: 0.0252 - acc: 0.9984 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00774: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5719 - val_acc: 0.8323 Epoch 776/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0092 - acc: 0.9900 - ETA: 4s - loss: 0.0051 - acc: 0.994 - ETA: 5s - loss: 0.0038 - acc: 0.995 - ETA: 5s - loss: 0.0031 - acc: 0.996 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 5s - loss: 0.0021 - acc: 0.997 - ETA: 5s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00775: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5646 - val_acc: 0.8323 Epoch 777/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.2059e-07 - acc: 1.000 - ETA: 4s - loss: 1.2047e-07 - acc: 1.000 - ETA: 4s - loss: 1.2132e-07 - acc: 1.000 - ETA: 4s - loss: 1.2133e-07 - acc: 1.000 - ETA: 4s - loss: 1.2118e-07 - acc: 1.000 - ETA: 3s - loss: 1.2105e-07 - acc: 1.000 - ETA: 3s - loss: 1.2093e-07 - acc: 1.000 - ETA: 3s - loss: 1.2083e-07 - acc: 1.000 - ETA: 3s - loss: 1.2074e-07 - acc: 1.000 - ETA: 3s - loss: 0.0106 - acc: 0.9993 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 00776: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5667 - val_acc: 0.8311 Epoch 778/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0089 - acc: 0.9900 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.994 - ETA: 4s - loss: 0.0063 - acc: 0.995 - ETA: 4s - loss: 0.0053 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00777: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5647 - val_acc: 0.8323 Epoch 779/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9988 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.3599e-04 - acc: 0.999 - ETA: 3s - loss: 8.7462e-04 - acc: 0.999 - ETA: 3s - loss: 8.2080e-04 - acc: 0.999 - ETA: 3s - loss: 7.7323e-04 - acc: 0.999 - ETA: 3s - loss: 7.3087e-04 - acc: 0.999 - ETA: 3s - loss: 6.9290e-04 - acc: 0.999 - ETA: 3s - loss: 6.5869e-04 - acc: 0.999 - ETA: 3s - loss: 6.2770e-04 - acc: 0.999 - ETA: 3s - loss: 5.9950e-04 - acc: 0.999 - ETA: 3s - loss: 5.7372e-04 - acc: 0.999 - ETA: 3s - loss: 5.5297e-04 - acc: 0.999 - ETA: 3s - loss: 5.3107e-04 - acc: 0.999 - ETA: 3s - loss: 5.1085e-04 - acc: 0.999 - ETA: 3s - loss: 4.9210e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9991 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00778: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5711 - val_acc: 0.8323 Epoch 780/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9944 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00779: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5711 - val_acc: 0.8323 Epoch 781/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9971 - ETA: 4s - loss: 0.0408 - acc: 0.995 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00780: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5719 - val_acc: 0.8323 Epoch 782/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2063e-07 - acc: 1.000 - ETA: 4s - loss: 2.1251e-06 - acc: 1.000 - ETA: 4s - loss: 1.8484e-06 - acc: 1.000 - ETA: 4s - loss: 1.6412e-06 - acc: 1.000 - ETA: 4s - loss: 1.4773e-06 - acc: 1.000 - ETA: 4s - loss: 1.3449e-06 - acc: 1.000 - ETA: 4s - loss: 1.2360e-06 - acc: 1.000 - ETA: 4s - loss: 1.1451e-06 - acc: 1.000 - ETA: 3s - loss: 1.0678e-06 - acc: 1.000 - ETA: 3s - loss: 1.0013e-06 - acc: 1.000 - ETA: 3s - loss: 9.4348e-07 - acc: 1.000 - ETA: 3s - loss: 8.9276e-07 - acc: 1.000 - ETA: 3s - loss: 8.4792e-07 - acc: 1.000 - ETA: 3s - loss: 8.0799e-07 - acc: 1.000 - ETA: 3s - loss: 7.7221e-07 - acc: 1.000 - ETA: 3s - loss: 0.0100 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00781: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5671 - val_acc: 0.8323 Epoch 783/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00782: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5697 - val_acc: 0.8323 Epoch 784/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9284e-07 - acc: 1.000 - ETA: 4s - loss: 6.8553e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00783: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5697 - val_acc: 0.8323 Epoch 785/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9983 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00784: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5673 - val_acc: 0.8323 Epoch 786/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1984e-07 - acc: 1.000 - ETA: 4s - loss: 1.1977e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 3s - loss: 1.1964e-07 - acc: 1.000 - ETA: 3s - loss: 1.1966e-07 - acc: 1.000 - ETA: 3s - loss: 1.1963e-07 - acc: 1.000 - ETA: 3s - loss: 1.1960e-07 - acc: 1.000 - ETA: 3s - loss: 1.1958e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00785: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5679 - val_acc: 0.8323 Epoch 787/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 00786: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5687 - val_acc: 0.8323 Epoch 788/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9990 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00787: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5687 - val_acc: 0.8323 Epoch 789/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00788: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5674 - val_acc: 0.8323 Epoch 790/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 8.1181e-07 - acc: 1.000 - ETA: 3s - loss: 7.7760e-07 - acc: 1.000 - ETA: 3s - loss: 7.4708e-07 - acc: 1.000 - ETA: 3s - loss: 7.1886e-07 - acc: 1.000 - ETA: 3s - loss: 6.9307e-07 - acc: 1.000 - ETA: 3s - loss: 7.2320e-07 - acc: 1.000 - ETA: 3s - loss: 6.9964e-07 - acc: 1.000 - ETA: 3s - loss: 6.7752e-07 - acc: 1.000 - ETA: 3s - loss: 6.5706e-07 - acc: 1.000 - ETA: 3s - loss: 6.3802e-07 - acc: 1.000 - ETA: 3s - loss: 6.2039e-07 - acc: 1.000 - ETA: 3s - loss: 6.0412e-07 - acc: 1.000 - ETA: 2s - loss: 5.8860e-07 - acc: 1.000 - ETA: 2s - loss: 1.1574e-04 - acc: 1.000 - ETA: 2s - loss: 1.1322e-04 - acc: 1.000 - ETA: 2s - loss: 1.0989e-04 - acc: 1.000 - ETA: 2s - loss: 1.0676e-04 - acc: 1.000 - ETA: 2s - loss: 1.0380e-04 - acc: 1.000 - ETA: 2s - loss: 1.0099e-04 - acc: 1.000 - ETA: 2s - loss: 9.8340e-05 - acc: 1.000 - ETA: 2s - loss: 9.6439e-05 - acc: 1.000 - ETA: 2s - loss: 3.5771e-04 - acc: 0.999 - ETA: 2s - loss: 3.4888e-04 - acc: 0.999 - ETA: 2s - loss: 4.8404e-04 - acc: 0.999 - ETA: 2s - loss: 4.7265e-04 - acc: 0.999 - ETA: 2s - loss: 4.6179e-04 - acc: 0.999 - ETA: 2s - loss: 4.5142e-04 - acc: 0.999 - ETA: 2s - loss: 4.4150e-04 - acc: 0.999 - ETA: 2s - loss: 4.3201e-04 - acc: 0.999 - ETA: 2s - loss: 4.2291e-04 - acc: 0.999 - ETA: 2s - loss: 4.1420e-04 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.9992 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00789: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5663 - val_acc: 0.8323 Epoch 791/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.996 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0323 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00790: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5644 - val_acc: 0.8323 Epoch 792/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1950e-07 - acc: 1.000 - ETA: 3s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 1.1947e-07 - acc: 1.000 - ETA: 3s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1950e-07 - acc: 1.000 - ETA: 3s - loss: 1.1949e-07 - acc: 1.000 - ETA: 3s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9995 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00791: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5667 - val_acc: 0.8323 Epoch 793/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 3.6123e-07 - acc: 1.000 - ETA: 4s - loss: 3.4147e-07 - acc: 1.000 - ETA: 3s - loss: 3.2549e-07 - acc: 1.000 - ETA: 3s - loss: 3.1106e-07 - acc: 1.000 - ETA: 3s - loss: 2.9848e-07 - acc: 1.000 - ETA: 3s - loss: 5.8512e-07 - acc: 1.000 - ETA: 3s - loss: 5.5811e-07 - acc: 1.000 - ETA: 3s - loss: 5.3406e-07 - acc: 1.000 - ETA: 3s - loss: 6.2240e-04 - acc: 0.999 - ETA: 3s - loss: 5.9167e-04 - acc: 0.999 - ETA: 3s - loss: 5.6383e-04 - acc: 0.999 - ETA: 3s - loss: 5.3850e-04 - acc: 0.999 - ETA: 3s - loss: 5.1534e-04 - acc: 0.999 - ETA: 3s - loss: 4.9410e-04 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.9985 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00792: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5654 - val_acc: 0.8323 Epoch 794/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0445 - acc: 0.997 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.998 - ETA: 3s - loss: 0.0311 - acc: 0.998 - ETA: 3s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00793: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5646 - val_acc: 0.8323 Epoch 795/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.2077e-07 - acc: 1.000 - ETA: 4s - loss: 1.2052e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 4s - loss: 1.2012e-07 - acc: 1.000 - ETA: 4s - loss: 1.2003e-07 - acc: 1.000 - ETA: 4s - loss: 6.6671e-04 - acc: 1.000 - ETA: 4s - loss: 6.1116e-04 - acc: 1.000 - ETA: 4s - loss: 5.6416e-04 - acc: 1.000 - ETA: 4s - loss: 5.2387e-04 - acc: 1.000 - ETA: 4s - loss: 4.8895e-04 - acc: 1.000 - ETA: 4s - loss: 4.5840e-04 - acc: 1.000 - ETA: 3s - loss: 4.3144e-04 - acc: 1.000 - ETA: 3s - loss: 4.0748e-04 - acc: 1.000 - ETA: 3s - loss: 3.8604e-04 - acc: 1.000 - ETA: 3s - loss: 3.6675e-04 - acc: 1.000 - ETA: 3s - loss: 3.4929e-04 - acc: 1.000 - ETA: 3s - loss: 3.3342e-04 - acc: 1.000 - ETA: 3s - loss: 3.1892e-04 - acc: 1.000 - ETA: 3s - loss: 3.0564e-04 - acc: 1.000 - ETA: 3s - loss: 0.0086 - acc: 0.9995 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00794: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5643 - val_acc: 0.8335 Epoch 796/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4861e-04 - acc: 1.000 - ETA: 4s - loss: 8.3364e-04 - acc: 1.000 - ETA: 4s - loss: 7.4353e-04 - acc: 1.000 - ETA: 4s - loss: 6.7100e-04 - acc: 1.000 - ETA: 4s - loss: 6.1137e-04 - acc: 1.000 - ETA: 4s - loss: 5.6147e-04 - acc: 1.000 - ETA: 4s - loss: 5.1911e-04 - acc: 1.000 - ETA: 4s - loss: 4.8269e-04 - acc: 1.000 - ETA: 4s - loss: 4.5856e-04 - acc: 1.000 - ETA: 3s - loss: 4.2990e-04 - acc: 1.000 - ETA: 3s - loss: 4.0462e-04 - acc: 1.000 - ETA: 3s - loss: 3.8215e-04 - acc: 1.000 - ETA: 3s - loss: 8.6189e-04 - acc: 0.999 - ETA: 3s - loss: 8.1881e-04 - acc: 0.999 - ETA: 3s - loss: 7.7982e-04 - acc: 0.999 - ETA: 3s - loss: 7.4438e-04 - acc: 0.999 - ETA: 3s - loss: 7.1202e-04 - acc: 0.999 - ETA: 3s - loss: 6.8236e-04 - acc: 0.999 - ETA: 3s - loss: 6.5507e-04 - acc: 0.999 - ETA: 3s - loss: 6.2988e-04 - acc: 0.999 - ETA: 3s - loss: 6.0655e-04 - acc: 0.999 - ETA: 3s - loss: 9.9209e-04 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.9987 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00795: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5659 - val_acc: 0.8323 Epoch 797/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2636e-06 - acc: 1.000 - ETA: 4s - loss: 0.0091 - acc: 0.9900 - ETA: 4s - loss: 0.0051 - acc: 0.994 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3164e-04 - acc: 0.999 - ETA: 4s - loss: 8.6134e-04 - acc: 0.999 - ETA: 3s - loss: 8.0090e-04 - acc: 0.999 - ETA: 3s - loss: 7.4839e-04 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.9985 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00796: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5688 - val_acc: 0.8323 Epoch 798/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9900 - ETA: 4s - loss: 0.0079 - acc: 0.994 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00797: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5635 - val_acc: 0.8323 Epoch 799/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.6786e-06 - acc: 1.000 - ETA: 4s - loss: 4.3712e-06 - acc: 1.000 - ETA: 4s - loss: 3.5613e-06 - acc: 1.000 - ETA: 4s - loss: 3.0106e-06 - acc: 1.000 - ETA: 4s - loss: 2.6118e-06 - acc: 1.000 - ETA: 4s - loss: 2.3102e-06 - acc: 1.000 - ETA: 4s - loss: 2.0733e-06 - acc: 1.000 - ETA: 4s - loss: 1.8827e-06 - acc: 1.000 - ETA: 4s - loss: 1.7259e-06 - acc: 1.000 - ETA: 4s - loss: 1.5948e-06 - acc: 1.000 - ETA: 4s - loss: 1.4834e-06 - acc: 1.000 - ETA: 3s - loss: 1.3877e-06 - acc: 1.000 - ETA: 3s - loss: 1.3045e-06 - acc: 1.000 - ETA: 3s - loss: 1.2315e-06 - acc: 1.000 - ETA: 3s - loss: 1.8237e-04 - acc: 1.000 - ETA: 3s - loss: 0.0112 - acc: 0.9993 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00798: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5649 - val_acc: 0.8323 Epoch 800/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 1.0000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5048e-04 - acc: 1.000 - ETA: 4s - loss: 8.4774e-04 - acc: 1.000 - ETA: 4s - loss: 7.6504e-04 - acc: 1.000 - ETA: 4s - loss: 6.9705e-04 - acc: 1.000 - ETA: 4s - loss: 6.4016e-04 - acc: 1.000 - ETA: 3s - loss: 5.9185e-04 - acc: 1.000 - ETA: 3s - loss: 5.5033e-04 - acc: 1.000 - ETA: 3s - loss: 5.1425e-04 - acc: 1.000 - ETA: 3s - loss: 4.8261e-04 - acc: 1.000 - ETA: 3s - loss: 0.0121 - acc: 0.9993 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00799: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5631 - val_acc: 0.8323 Epoch 801/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00800: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5652 - val_acc: 0.8323 Epoch 802/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.996 - ETA: 4s - loss: 0.0583 - acc: 0.994 - ETA: 4s - loss: 0.0512 - acc: 0.995 - ETA: 4s - loss: 0.0457 - acc: 0.995 - ETA: 4s - loss: 0.0412 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00801: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5678 - val_acc: 0.8323 Epoch 803/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 2.9991e-04 - acc: 1.000 - ETA: 4s - loss: 2.7066e-04 - acc: 1.000 - ETA: 4s - loss: 2.4661e-04 - acc: 1.000 - ETA: 3s - loss: 2.2649e-04 - acc: 1.000 - ETA: 3s - loss: 2.0941e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9991 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00802: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5711 - val_acc: 0.8323 Epoch 804/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.1869e-04 - acc: 0.998 - ETA: 3s - loss: 8.4370e-04 - acc: 0.999 - ETA: 3s - loss: 7.8016e-04 - acc: 0.999 - ETA: 3s - loss: 7.2542e-04 - acc: 0.999 - ETA: 3s - loss: 6.7786e-04 - acc: 0.999 - ETA: 3s - loss: 6.3615e-04 - acc: 0.999 - ETA: 3s - loss: 5.9928e-04 - acc: 0.999 - ETA: 3s - loss: 5.6645e-04 - acc: 0.999 - ETA: 3s - loss: 5.3703e-04 - acc: 0.999 - ETA: 3s - loss: 5.1052e-04 - acc: 0.999 - ETA: 3s - loss: 9.0257e-04 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.9978 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00803: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5682 - val_acc: 0.8323 Epoch 805/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 2.2617e-07 - acc: 1.000 - ETA: 4s - loss: 1.9578e-07 - acc: 1.000 - ETA: 4s - loss: 1.7776e-07 - acc: 1.000 - ETA: 4s - loss: 1.6746e-07 - acc: 1.000 - ETA: 4s - loss: 1.6046e-07 - acc: 1.000 - ETA: 4s - loss: 1.5662e-07 - acc: 1.000 - ETA: 4s - loss: 1.5208e-07 - acc: 1.000 - ETA: 4s - loss: 1.4853e-07 - acc: 1.000 - ETA: 4s - loss: 1.4567e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00804: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5668 - val_acc: 0.8323 Epoch 806/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00805: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5672 - val_acc: 0.8323 Epoch 807/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.7056e-07 - acc: 1.000 - ETA: 4s - loss: 1.5848e-07 - acc: 1.000 - ETA: 4s - loss: 1.5100e-07 - acc: 1.000 - ETA: 4s - loss: 1.4591e-07 - acc: 1.000 - ETA: 4s - loss: 1.4243e-07 - acc: 1.000 - ETA: 4s - loss: 1.3962e-07 - acc: 1.000 - ETA: 4s - loss: 1.3741e-07 - acc: 1.000 - ETA: 4s - loss: 2.1066e-04 - acc: 1.000 - ETA: 4s - loss: 1.9195e-04 - acc: 1.000 - ETA: 4s - loss: 1.7629e-04 - acc: 1.000 - ETA: 4s - loss: 1.6299e-04 - acc: 1.000 - ETA: 3s - loss: 1.5156e-04 - acc: 1.000 - ETA: 3s - loss: 1.4163e-04 - acc: 1.000 - ETA: 3s - loss: 1.3292e-04 - acc: 1.000 - ETA: 3s - loss: 1.2523e-04 - acc: 1.000 - ETA: 3s - loss: 1.1837e-04 - acc: 1.000 - ETA: 3s - loss: 1.1223e-04 - acc: 1.000 - ETA: 3s - loss: 1.0669e-04 - acc: 1.000 - ETA: 3s - loss: 1.0168e-04 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9994 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00806: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5717 - val_acc: 0.8323 Epoch 808/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1977e-07 - acc: 1.000 - ETA: 4s - loss: 1.2025e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9979 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3756e-04 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9433e-04 - acc: 0.999 - ETA: 3s - loss: 9.4200e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00807: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5714 - val_acc: 0.8323 Epoch 809/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9979 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8985e-04 - acc: 0.999 - ETA: 4s - loss: 9.2387e-04 - acc: 0.999 - ETA: 3s - loss: 8.6625e-04 - acc: 0.999 - ETA: 3s - loss: 8.1530e-04 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.9986 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00808: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5676 - val_acc: 0.8323 Epoch 810/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0094 - acc: 0.9900 - ETA: 4s - loss: 0.0052 - acc: 0.994 - ETA: 4s - loss: 0.0656 - acc: 0.992 - ETA: 4s - loss: 0.0525 - acc: 0.991 - ETA: 4s - loss: 0.0425 - acc: 0.992 - ETA: 4s - loss: 0.0680 - acc: 0.992 - ETA: 4s - loss: 0.0586 - acc: 0.993 - ETA: 4s - loss: 0.0533 - acc: 0.992 - ETA: 4s - loss: 0.0475 - acc: 0.993 - ETA: 4s - loss: 0.0429 - acc: 0.993 - ETA: 4s - loss: 0.0391 - acc: 0.994 - ETA: 3s - loss: 0.0359 - acc: 0.994 - ETA: 3s - loss: 0.0332 - acc: 0.995 - ETA: 3s - loss: 0.0308 - acc: 0.995 - ETA: 3s - loss: 0.0288 - acc: 0.995 - ETA: 3s - loss: 0.0270 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0214 - acc: 0.996 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00809: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5682 - val_acc: 0.8323 Epoch 811/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 8.9639e-04 - acc: 1.000 - ETA: 4s - loss: 7.2567e-04 - acc: 1.000 - ETA: 4s - loss: 6.0959e-04 - acc: 1.000 - ETA: 4s - loss: 5.2552e-04 - acc: 1.000 - ETA: 4s - loss: 4.6184e-04 - acc: 1.000 - ETA: 4s - loss: 4.1192e-04 - acc: 1.000 - ETA: 4s - loss: 3.7175e-04 - acc: 1.000 - ETA: 4s - loss: 0.0182 - acc: 0.9989 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0307 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00810: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5713 - val_acc: 0.8323 Epoch 812/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9944 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.994 - ETA: 4s - loss: 0.0060 - acc: 0.992 - ETA: 4s - loss: 0.0050 - acc: 0.994 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0072 - acc: 0.994 - ETA: 4s - loss: 0.0065 - acc: 0.995 - ETA: 4s - loss: 0.0059 - acc: 0.995 - ETA: 4s - loss: 0.0054 - acc: 0.995 - ETA: 3s - loss: 0.0050 - acc: 0.996 - ETA: 3s - loss: 0.0047 - acc: 0.996 - ETA: 3s - loss: 0.0043 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0155 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0131 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.996 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9983Epoch 00811: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0089 - acc: 0.9984 - val_loss: 1.5646 - val_acc: 0.8335 Epoch 813/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00812: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5654 - val_acc: 0.8323 Epoch 814/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.2003e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 1.2023e-07 - acc: 1.000 - ETA: 3s - loss: 0.0186 - acc: 0.9989 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00813: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5676 - val_acc: 0.8323 Epoch 815/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.7999e-07 - acc: 1.000 - ETA: 4s - loss: 1.7342e-07 - acc: 1.000 - ETA: 4s - loss: 1.6813e-07 - acc: 1.000 - ETA: 4s - loss: 1.6378e-07 - acc: 1.000 - ETA: 4s - loss: 1.6014e-07 - acc: 1.000 - ETA: 3s - loss: 1.5705e-07 - acc: 1.000 - ETA: 3s - loss: 1.5440e-07 - acc: 1.000 - ETA: 3s - loss: 1.5209e-07 - acc: 1.000 - ETA: 3s - loss: 1.5007e-07 - acc: 1.000 - ETA: 3s - loss: 1.4836e-07 - acc: 1.000 - ETA: 3s - loss: 1.4677e-07 - acc: 1.000 - ETA: 3s - loss: 1.4534e-07 - acc: 1.000 - ETA: 3s - loss: 1.4405e-07 - acc: 1.000 - ETA: 3s - loss: 1.4288e-07 - acc: 1.000 - ETA: 3s - loss: 1.4181e-07 - acc: 1.000 - ETA: 3s - loss: 1.4084e-07 - acc: 1.000 - ETA: 3s - loss: 1.3995e-07 - acc: 1.000 - ETA: 3s - loss: 3.0068e-04 - acc: 1.000 - ETA: 3s - loss: 2.8923e-04 - acc: 1.000 - ETA: 3s - loss: 2.7862e-04 - acc: 1.000 - ETA: 3s - loss: 3.6291e-04 - acc: 1.000 - ETA: 3s - loss: 3.5050e-04 - acc: 1.000 - ETA: 2s - loss: 3.4030e-04 - acc: 1.000 - ETA: 2s - loss: 3.2941e-04 - acc: 1.000 - ETA: 2s - loss: 3.1920e-04 - acc: 1.000 - ETA: 2s - loss: 3.0961e-04 - acc: 1.000 - ETA: 2s - loss: 3.0057e-04 - acc: 1.000 - ETA: 2s - loss: 2.9205e-04 - acc: 1.000 - ETA: 2s - loss: 2.8399e-04 - acc: 1.000 - ETA: 2s - loss: 2.7637e-04 - acc: 1.000 - ETA: 2s - loss: 5.5893e-04 - acc: 0.999 - ETA: 2s - loss: 7.3831e-04 - acc: 0.999 - ETA: 2s - loss: 7.1997e-04 - acc: 0.999 - ETA: 2s - loss: 7.0252e-04 - acc: 0.999 - ETA: 2s - loss: 6.8589e-04 - acc: 0.999 - ETA: 2s - loss: 6.7004e-04 - acc: 0.999 - ETA: 2s - loss: 6.5490e-04 - acc: 0.999 - ETA: 2s - loss: 6.4043e-04 - acc: 0.999 - ETA: 2s - loss: 6.2658e-04 - acc: 0.999 - ETA: 2s - loss: 6.1332e-04 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.9995 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00814: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5690 - val_acc: 0.8323 Epoch 816/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9900 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6073e-04 - acc: 0.998 - ETA: 4s - loss: 8.6701e-04 - acc: 0.998 - ETA: 4s - loss: 7.8996e-04 - acc: 0.998 - ETA: 4s - loss: 7.2548e-04 - acc: 0.999 - ETA: 3s - loss: 6.7074e-04 - acc: 0.999 - ETA: 3s - loss: 6.2368e-04 - acc: 0.999 - ETA: 3s - loss: 5.8279e-04 - acc: 0.999 - ETA: 3s - loss: 5.4693e-04 - acc: 0.999 - ETA: 3s - loss: 5.1523e-04 - acc: 0.999 - ETA: 3s - loss: 4.8701e-04 - acc: 0.999 - ETA: 3s - loss: 4.6171e-04 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.9988 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00815: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5683 - val_acc: 0.8323 Epoch 817/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 9.5918e-04 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.9978 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7162e-04 - acc: 0.998 - ETA: 3s - loss: 9.2590e-04 - acc: 0.998 - ETA: 3s - loss: 8.8430e-04 - acc: 0.998 - ETA: 3s - loss: 8.4627e-04 - acc: 0.998 - ETA: 3s - loss: 8.1137e-04 - acc: 0.999 - ETA: 3s - loss: 7.7925e-04 - acc: 0.999 - ETA: 3s - loss: 7.4956e-04 - acc: 0.999 - ETA: 3s - loss: 7.2206e-04 - acc: 0.999 - ETA: 3s - loss: 6.9651e-04 - acc: 0.999 - ETA: 2s - loss: 6.7270e-04 - acc: 0.999 - ETA: 2s - loss: 6.5046e-04 - acc: 0.999 - ETA: 2s - loss: 6.2965e-04 - acc: 0.999 - ETA: 2s - loss: 6.1013e-04 - acc: 0.999 - ETA: 2s - loss: 5.9179e-04 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.9989 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00816: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5665 - val_acc: 0.8323 Epoch 818/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5142e-07 - acc: 1.000 - ETA: 4s - loss: 1.4627e-07 - acc: 1.000 - ETA: 4s - loss: 1.4336e-07 - acc: 1.000 - ETA: 4s - loss: 1.4043e-07 - acc: 1.000 - ETA: 4s - loss: 1.3822e-07 - acc: 1.000 - ETA: 4s - loss: 1.3636e-07 - acc: 1.000 - ETA: 4s - loss: 1.3484e-07 - acc: 1.000 - ETA: 3s - loss: 1.3356e-07 - acc: 1.000 - ETA: 3s - loss: 1.3248e-07 - acc: 1.000 - ETA: 3s - loss: 1.3155e-07 - acc: 1.000 - ETA: 3s - loss: 1.3089e-07 - acc: 1.000 - ETA: 3s - loss: 1.3017e-07 - acc: 1.000 - ETA: 3s - loss: 1.2953e-07 - acc: 1.000 - ETA: 3s - loss: 1.2897e-07 - acc: 1.000 - ETA: 3s - loss: 1.2846e-07 - acc: 1.000 - ETA: 3s - loss: 1.2800e-07 - acc: 1.000 - ETA: 3s - loss: 1.2759e-07 - acc: 1.000 - ETA: 3s - loss: 1.2735e-07 - acc: 1.000 - ETA: 3s - loss: 4.2151e-04 - acc: 0.999 - ETA: 3s - loss: 4.0414e-04 - acc: 0.999 - ETA: 3s - loss: 3.8814e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00817: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5691 - val_acc: 0.8323 Epoch 819/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 6.8761e-07 - acc: 1.000 - ETA: 4s - loss: 5.7934e-07 - acc: 1.000 - ETA: 4s - loss: 5.0572e-07 - acc: 1.000 - ETA: 4s - loss: 4.5241e-07 - acc: 1.000 - ETA: 4s - loss: 4.1202e-07 - acc: 1.000 - ETA: 3s - loss: 3.8037e-07 - acc: 1.000 - ETA: 3s - loss: 3.5489e-07 - acc: 1.000 - ETA: 3s - loss: 3.3394e-07 - acc: 1.000 - ETA: 3s - loss: 3.1641e-07 - acc: 1.000 - ETA: 3s - loss: 3.0153e-07 - acc: 1.000 - ETA: 3s - loss: 2.8873e-07 - acc: 1.000 - ETA: 3s - loss: 2.7762e-07 - acc: 1.000 - ETA: 3s - loss: 6.3093e-04 - acc: 0.999 - ETA: 3s - loss: 5.9436e-04 - acc: 0.999 - ETA: 3s - loss: 5.6180e-04 - acc: 0.999 - ETA: 3s - loss: 5.3262e-04 - acc: 0.999 - ETA: 3s - loss: 5.0633e-04 - acc: 0.999 - ETA: 3s - loss: 8.2647e-04 - acc: 0.999 - ETA: 3s - loss: 7.8933e-04 - acc: 0.999 - ETA: 3s - loss: 7.5539e-04 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.9990 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00818: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5684 - val_acc: 0.8323 Epoch 820/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9962 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9381e-04 - acc: 0.998 - ETA: 3s - loss: 9.0548e-04 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.9980 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00819: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5702 - val_acc: 0.8323 Epoch 821/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.8095e-04 - acc: 1.000 - ETA: 4s - loss: 2.5975e-04 - acc: 1.000 - ETA: 4s - loss: 2.4153e-04 - acc: 1.000 - ETA: 3s - loss: 2.2570e-04 - acc: 1.000 - ETA: 3s - loss: 2.1182e-04 - acc: 1.000 - ETA: 3s - loss: 1.9955e-04 - acc: 1.000 - ETA: 3s - loss: 1.8862e-04 - acc: 1.000 - ETA: 3s - loss: 1.7883e-04 - acc: 1.000 - ETA: 3s - loss: 1.7000e-04 - acc: 1.000 - ETA: 3s - loss: 1.6201e-04 - acc: 1.000 - ETA: 3s - loss: 1.5473e-04 - acc: 1.000 - ETA: 3s - loss: 1.4808e-04 - acc: 1.000 - ETA: 3s - loss: 9.6527e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9985 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00820: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5739 - val_acc: 0.8323 Epoch 822/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2196e-07 - acc: 1.000 - ETA: 4s - loss: 1.2131e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9976 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 00821: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5656 - val_acc: 0.8335 Epoch 823/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00822: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5658 - val_acc: 0.8323 Epoch 824/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0042 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9173e-04 - acc: 1.000 - ETA: 4s - loss: 8.3307e-04 - acc: 1.000 - ETA: 4s - loss: 0.0285 - acc: 0.9983 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00823: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5644 - val_acc: 0.8323 Epoch 825/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.2065e-07 - acc: 1.000 - ETA: 4s - loss: 2.5811e-07 - acc: 1.000 - ETA: 4s - loss: 2.4310e-07 - acc: 1.000 - ETA: 4s - loss: 2.3101e-07 - acc: 1.000 - ETA: 4s - loss: 7.7764e-04 - acc: 0.998 - ETA: 4s - loss: 7.1417e-04 - acc: 0.999 - ETA: 4s - loss: 6.6028e-04 - acc: 0.999 - ETA: 3s - loss: 6.1395e-04 - acc: 0.999 - ETA: 3s - loss: 5.7370e-04 - acc: 0.999 - ETA: 3s - loss: 5.3840e-04 - acc: 0.999 - ETA: 3s - loss: 5.0720e-04 - acc: 0.999 - ETA: 3s - loss: 4.7941e-04 - acc: 0.999 - ETA: 3s - loss: 4.5451e-04 - acc: 0.999 - ETA: 3s - loss: 4.3229e-04 - acc: 0.999 - ETA: 3s - loss: 4.1196e-04 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.9989 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00824: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5674 - val_acc: 0.8323 Epoch 826/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.9248e-07 - acc: 1.000 - ETA: 4s - loss: 1.8360e-07 - acc: 1.000 - ETA: 4s - loss: 1.7664e-07 - acc: 1.000 - ETA: 4s - loss: 1.7104e-07 - acc: 1.000 - ETA: 4s - loss: 1.6643e-07 - acc: 1.000 - ETA: 3s - loss: 1.6258e-07 - acc: 1.000 - ETA: 3s - loss: 6.8408e-04 - acc: 0.999 - ETA: 3s - loss: 6.3608e-04 - acc: 0.999 - ETA: 3s - loss: 5.9438e-04 - acc: 0.999 - ETA: 3s - loss: 5.5781e-04 - acc: 0.999 - ETA: 3s - loss: 5.2567e-04 - acc: 0.999 - ETA: 3s - loss: 4.9687e-04 - acc: 0.999 - ETA: 3s - loss: 4.7106e-04 - acc: 0.999 - ETA: 3s - loss: 4.4781e-04 - acc: 0.999 - ETA: 3s - loss: 4.2674e-04 - acc: 0.999 - ETA: 3s - loss: 4.0757e-04 - acc: 0.999 - ETA: 3s - loss: 7.0319e-04 - acc: 0.999 - ETA: 3s - loss: 6.7420e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9990 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00825: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5671 - val_acc: 0.8323 Epoch 827/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.1789e-07 - acc: 1.000 - ETA: 4s - loss: 4.2641e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9971 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.8672e-04 - acc: 0.999 - ETA: 3s - loss: 9.1748e-04 - acc: 0.999 - ETA: 3s - loss: 8.5733e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9985 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00826: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5692 - val_acc: 0.8323 Epoch 828/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 3s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 9.6771e-04 - acc: 1.000 - ETA: 3s - loss: 9.1469e-04 - acc: 1.000 - ETA: 3s - loss: 8.6718e-04 - acc: 1.000 - ETA: 3s - loss: 8.2436e-04 - acc: 1.000 - ETA: 3s - loss: 7.8557e-04 - acc: 1.000 - ETA: 3s - loss: 7.5027e-04 - acc: 1.000 - ETA: 3s - loss: 7.1801e-04 - acc: 1.000 - ETA: 3s - loss: 6.8840e-04 - acc: 1.000 - ETA: 3s - loss: 6.6117e-04 - acc: 1.000 - ETA: 3s - loss: 6.3599e-04 - acc: 1.000 - ETA: 3s - loss: 6.1265e-04 - acc: 1.000 - ETA: 3s - loss: 5.9097e-04 - acc: 1.000 - ETA: 3s - loss: 5.7077e-04 - acc: 1.000 - ETA: 3s - loss: 5.5191e-04 - acc: 1.000 - ETA: 2s - loss: 0.0012 - acc: 0.9996 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7365e-04 - acc: 0.999 - ETA: 2s - loss: 9.4820e-04 - acc: 0.999 - ETA: 2s - loss: 9.2405e-04 - acc: 0.999 - ETA: 2s - loss: 9.0109e-04 - acc: 0.999 - ETA: 2s - loss: 8.7925e-04 - acc: 0.999 - ETA: 2s - loss: 8.5844e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9994 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00827: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5696 - val_acc: 0.8323 Epoch 829/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1986e-07 - acc: 1.000 - ETA: 4s - loss: 1.1994e-07 - acc: 1.000 - ETA: 4s - loss: 1.1988e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 3s - loss: 9.2093e-04 - acc: 0.999 - ETA: 3s - loss: 8.6055e-04 - acc: 0.999 - ETA: 3s - loss: 8.0760e-04 - acc: 0.999 - ETA: 3s - loss: 7.6079e-04 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.9979 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00828: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5651 - val_acc: 0.8323 Epoch 830/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9986 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00829: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5689 - val_acc: 0.8323 Epoch 831/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 1.1940e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 0.0252 - acc: 0.9984 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.996 - ETA: 3s - loss: 0.0270 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0246 - acc: 0.996 - ETA: 3s - loss: 0.0234 - acc: 0.996 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00830: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5697 - val_acc: 0.8335 Epoch 832/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9944 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00831: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5713 - val_acc: 0.8323 Epoch 833/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.0249e-07 - acc: 1.000 - ETA: 4s - loss: 3.5717e-07 - acc: 1.000 - ETA: 4s - loss: 3.2434e-07 - acc: 1.000 - ETA: 4s - loss: 2.9948e-07 - acc: 1.000 - ETA: 4s - loss: 2.7999e-07 - acc: 1.000 - ETA: 4s - loss: 2.6430e-07 - acc: 1.000 - ETA: 4s - loss: 9.4383e-04 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.9980 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.996 - ETA: 2s - loss: 0.0164 - acc: 0.996 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00832: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5703 - val_acc: 0.8323 Epoch 834/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.0000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.5332e-04 - acc: 1.000 - ETA: 4s - loss: 6.9819e-04 - acc: 1.000 - ETA: 4s - loss: 5.9079e-04 - acc: 1.000 - ETA: 4s - loss: 5.1204e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 9.7548e-04 - acc: 1.000 - ETA: 3s - loss: 9.0323e-04 - acc: 1.000 - ETA: 3s - loss: 8.4095e-04 - acc: 1.000 - ETA: 3s - loss: 7.8670e-04 - acc: 1.000 - ETA: 3s - loss: 7.3903e-04 - acc: 1.000 - ETA: 3s - loss: 6.9681e-04 - acc: 1.000 - ETA: 3s - loss: 6.5915e-04 - acc: 1.000 - ETA: 3s - loss: 6.2535e-04 - acc: 1.000 - ETA: 3s - loss: 5.9485e-04 - acc: 1.000 - ETA: 3s - loss: 5.6719e-04 - acc: 1.000 - ETA: 3s - loss: 5.4199e-04 - acc: 1.000 - ETA: 3s - loss: 5.1893e-04 - acc: 1.000 - ETA: 3s - loss: 4.9775e-04 - acc: 1.000 - ETA: 3s - loss: 4.7824e-04 - acc: 1.000 - ETA: 3s - loss: 4.6020e-04 - acc: 1.000 - ETA: 3s - loss: 4.4347e-04 - acc: 1.000 - ETA: 3s - loss: 4.2791e-04 - acc: 1.000 - ETA: 2s - loss: 4.1341e-04 - acc: 1.000 - ETA: 2s - loss: 3.9986e-04 - acc: 1.000 - ETA: 2s - loss: 3.8717e-04 - acc: 1.000 - ETA: 2s - loss: 3.7526e-04 - acc: 1.000 - ETA: 2s - loss: 3.6406e-04 - acc: 1.000 - ETA: 2s - loss: 3.5351e-04 - acc: 1.000 - ETA: 2s - loss: 3.4356e-04 - acc: 1.000 - ETA: 2s - loss: 7.3842e-04 - acc: 0.999 - ETA: 2s - loss: 7.1874e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9994 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00833: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5737 - val_acc: 0.8323 Epoch 835/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9981 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00834: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5675 - val_acc: 0.8335 Epoch 836/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0056 - acc: 0.9964 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00835: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5688 - val_acc: 0.8323 Epoch 837/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00836: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5694 - val_acc: 0.8323 Epoch 838/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9944 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.4286e-04 - acc: 0.998 - ETA: 4s - loss: 8.5089e-04 - acc: 0.998 - ETA: 4s - loss: 7.7526e-04 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00837: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5701 - val_acc: 0.8323 Epoch 839/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0096 - acc: 0.9900 - ETA: 3s - loss: 0.0054 - acc: 0.994 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 9.8344e-04 - acc: 0.999 - ETA: 3s - loss: 9.0923e-04 - acc: 0.999 - ETA: 3s - loss: 8.4543e-04 - acc: 0.999 - ETA: 3s - loss: 7.9000e-04 - acc: 0.999 - ETA: 3s - loss: 7.4139e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9986 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00838: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5678 - val_acc: 0.8323 Epoch 840/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 1.2006e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 3s - loss: 1.1975e-07 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9981 - ETA: 3s - loss: 0.0039 - acc: 0.996 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00839: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5657 - val_acc: 0.8335 Epoch 841/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00840: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5669 - val_acc: 0.8335 Epoch 842/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 9.8318e-04 - acc: 0.998 - ETA: 3s - loss: 8.6975e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9982 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00841: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5686 - val_acc: 0.8323 Epoch 843/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.3113e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00842: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5714 - val_acc: 0.8323 Epoch 844/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9950 - ETA: 3s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7555e-04 - acc: 0.999 - ETA: 3s - loss: 9.2797e-04 - acc: 0.999 - ETA: 3s - loss: 8.8482e-04 - acc: 0.999 - ETA: 3s - loss: 8.4550e-04 - acc: 0.999 - ETA: 3s - loss: 8.0953e-04 - acc: 0.999 - ETA: 3s - loss: 7.7649e-04 - acc: 0.999 - ETA: 3s - loss: 7.4605e-04 - acc: 0.999 - ETA: 3s - loss: 7.1790e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00843: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5731 - val_acc: 0.8323 Epoch 845/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1928e-07 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9989 - ETA: 3s - loss: 9.2054e-04 - acc: 0.999 - ETA: 3s - loss: 8.5107e-04 - acc: 0.999 - ETA: 3s - loss: 7.9136e-04 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.9984 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9986Epoch 00844: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5738 - val_acc: 0.8323 Epoch 846/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2159e-07 - acc: 1.000 - ETA: 3s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00845: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5738 - val_acc: 0.8323 Epoch 847/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00846: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5735 - val_acc: 0.8323 Epoch 848/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1951e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.7522e-07 - acc: 1.000 - ETA: 3s - loss: 1.6980e-07 - acc: 1.000 - ETA: 3s - loss: 1.6498e-07 - acc: 1.000 - ETA: 3s - loss: 1.6100e-07 - acc: 1.000 - ETA: 3s - loss: 1.5766e-07 - acc: 1.000 - ETA: 3s - loss: 1.5569e-07 - acc: 1.000 - ETA: 3s - loss: 1.5323e-07 - acc: 1.000 - ETA: 3s - loss: 1.5113e-07 - acc: 1.000 - ETA: 3s - loss: 1.4919e-07 - acc: 1.000 - ETA: 3s - loss: 1.4756e-07 - acc: 1.000 - ETA: 3s - loss: 1.4603e-07 - acc: 1.000 - ETA: 3s - loss: 4.3640e-04 - acc: 1.000 - ETA: 3s - loss: 4.1512e-04 - acc: 1.000 - ETA: 3s - loss: 3.9582e-04 - acc: 1.000 - ETA: 3s - loss: 3.7823e-04 - acc: 1.000 - ETA: 3s - loss: 3.6214e-04 - acc: 1.000 - ETA: 3s - loss: 3.4737e-04 - acc: 1.000 - ETA: 3s - loss: 3.3375e-04 - acc: 1.000 - ETA: 3s - loss: 3.2116e-04 - acc: 1.000 - ETA: 3s - loss: 3.0948e-04 - acc: 1.000 - ETA: 3s - loss: 6.0766e-04 - acc: 0.999 - ETA: 2s - loss: 5.8706e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9992 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00847: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5712 - val_acc: 0.8323 Epoch 849/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 1.0000 - ETA: 3s - loss: 0.0030 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 9.9250e-04 - acc: 1.000 - ETA: 3s - loss: 8.7575e-04 - acc: 1.000 - ETA: 3s - loss: 7.8358e-04 - acc: 1.000 - ETA: 3s - loss: 7.0896e-04 - acc: 1.000 - ETA: 3s - loss: 6.4732e-04 - acc: 1.000 - ETA: 3s - loss: 5.9555e-04 - acc: 1.000 - ETA: 3s - loss: 5.5144e-04 - acc: 1.000 - ETA: 3s - loss: 5.1342e-04 - acc: 1.000 - ETA: 3s - loss: 4.8030e-04 - acc: 1.000 - ETA: 3s - loss: 4.5120e-04 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.9993 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 00848: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5717 - val_acc: 0.8323 Epoch 850/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0288 - acc: 0.9967 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0439 - acc: 0.996 - ETA: 3s - loss: 0.0397 - acc: 0.996 - ETA: 3s - loss: 0.0363 - acc: 0.996 - ETA: 3s - loss: 0.0334 - acc: 0.997 - ETA: 3s - loss: 0.0309 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00849: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5729 - val_acc: 0.8323 Epoch 851/2000 6640/6680 [============================>.] - ETA: 0s - loss: 0.0481 - acc: 0.950 - ETA: 3s - loss: 0.0096 - acc: 0.990 - ETA: 4s - loss: 0.0053 - acc: 0.994 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00850: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5701 - val_acc: 0.8323 Epoch 852/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3577e-04 - acc: 1.000 - ETA: 4s - loss: 8.4449e-04 - acc: 1.000 - ETA: 4s - loss: 7.6944e-04 - acc: 1.000 - ETA: 3s - loss: 7.0664e-04 - acc: 1.000 - ETA: 3s - loss: 6.5331e-04 - acc: 1.000 - ETA: 3s - loss: 6.0748e-04 - acc: 1.000 - ETA: 3s - loss: 5.6765e-04 - acc: 1.000 - ETA: 3s - loss: 5.3272e-04 - acc: 1.000 - ETA: 3s - loss: 5.0185e-04 - acc: 1.000 - ETA: 3s - loss: 4.7436e-04 - acc: 1.000 - ETA: 3s - loss: 4.4972e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9994 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00851: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5750 - val_acc: 0.8323 Epoch 853/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00852: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8323 Epoch 854/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 4.8967e-04 - acc: 1.000 - ETA: 4s - loss: 0.0222 - acc: 0.9986 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 00853: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5746 - val_acc: 0.8323 Epoch 855/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 2.2191e-07 - acc: 1.000 - ETA: 4s - loss: 1.9775e-07 - acc: 1.000 - ETA: 4s - loss: 1.8279e-07 - acc: 1.000 - ETA: 4s - loss: 1.7262e-07 - acc: 1.000 - ETA: 4s - loss: 1.6525e-07 - acc: 1.000 - ETA: 4s - loss: 1.5967e-07 - acc: 1.000 - ETA: 3s - loss: 1.5529e-07 - acc: 1.000 - ETA: 3s - loss: 1.5177e-07 - acc: 1.000 - ETA: 3s - loss: 4.5067e-04 - acc: 1.000 - ETA: 3s - loss: 4.1389e-04 - acc: 1.000 - ETA: 3s - loss: 3.8266e-04 - acc: 1.000 - ETA: 3s - loss: 3.5582e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.0000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.7284e-04 - acc: 1.000 - ETA: 3s - loss: 9.1954e-04 - acc: 1.000 - ETA: 3s - loss: 8.7178e-04 - acc: 1.000 - ETA: 3s - loss: 8.2873e-04 - acc: 1.000 - ETA: 3s - loss: 7.8974e-04 - acc: 1.000 - ETA: 3s - loss: 7.5425e-04 - acc: 1.000 - ETA: 3s - loss: 7.2182e-04 - acc: 1.000 - ETA: 3s - loss: 6.9205e-04 - acc: 1.000 - ETA: 3s - loss: 6.6465e-04 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9995 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00854: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5756 - val_acc: 0.8323 Epoch 856/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9971 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6122e-04 - acc: 0.999 - ETA: 3s - loss: 8.9820e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5882e-04 - acc: 0.999 - ETA: 3s - loss: 9.1758e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00855: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5746 - val_acc: 0.8323 Epoch 857/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9964 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00856: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5695 - val_acc: 0.8323 Epoch 858/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 9.8653e-04 - acc: 1.000 - ETA: 4s - loss: 7.5446e-04 - acc: 1.000 - ETA: 4s - loss: 6.1078e-04 - acc: 1.000 - ETA: 4s - loss: 5.1307e-04 - acc: 1.000 - ETA: 4s - loss: 4.4232e-04 - acc: 1.000 - ETA: 4s - loss: 3.8872e-04 - acc: 1.000 - ETA: 4s - loss: 3.4671e-04 - acc: 1.000 - ETA: 4s - loss: 3.1290e-04 - acc: 1.000 - ETA: 4s - loss: 2.8509e-04 - acc: 1.000 - ETA: 3s - loss: 2.6183e-04 - acc: 1.000 - ETA: 3s - loss: 2.4208e-04 - acc: 1.000 - ETA: 3s - loss: 2.2510e-04 - acc: 1.000 - ETA: 3s - loss: 2.1035e-04 - acc: 1.000 - ETA: 3s - loss: 1.9741e-04 - acc: 1.000 - ETA: 3s - loss: 1.8597e-04 - acc: 1.000 - ETA: 3s - loss: 1.7579e-04 - acc: 1.000 - ETA: 3s - loss: 7.1083e-04 - acc: 0.999 - ETA: 3s - loss: 6.7574e-04 - acc: 0.999 - ETA: 3s - loss: 6.4394e-04 - acc: 0.999 - ETA: 3s - loss: 6.1501e-04 - acc: 0.999 - ETA: 3s - loss: 5.8856e-04 - acc: 0.999 - ETA: 3s - loss: 5.6429e-04 - acc: 0.999 - ETA: 3s - loss: 5.4195e-04 - acc: 0.999 - ETA: 3s - loss: 5.2131e-04 - acc: 0.999 - ETA: 3s - loss: 5.0218e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00857: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 859/2000 6580/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 4.3996e-04 - acc: 1.000 - ETA: 4s - loss: 4.0086e-04 - acc: 1.000 - ETA: 4s - loss: 3.6815e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9991 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7641e-04 - acc: 0.999 - ETA: 3s - loss: 9.1982e-04 - acc: 0.999 - ETA: 3s - loss: 8.6942e-04 - acc: 0.999 - ETA: 3s - loss: 8.2426e-04 - acc: 0.999 - ETA: 3s - loss: 7.8357e-04 - acc: 0.999 - ETA: 3s - loss: 7.4670e-04 - acc: 0.999 - ETA: 3s - loss: 7.1314e-04 - acc: 0.999 - ETA: 3s - loss: 6.8248e-04 - acc: 0.999 - ETA: 3s - loss: 6.5434e-04 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.9990 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00858: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 860/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.0000 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00859: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 861/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0861 - acc: 0.990 - ETA: 4s - loss: 0.0615 - acc: 0.992 - ETA: 4s - loss: 0.0479 - acc: 0.994 - ETA: 4s - loss: 0.0392 - acc: 0.995 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00860: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5693 - val_acc: 0.8323 Epoch 862/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1935e-07 - acc: 1.000 - ETA: 3s - loss: 1.1947e-07 - acc: 1.000 - ETA: 3s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 1.1941e-07 - acc: 1.000 - ETA: 3s - loss: 3.1104e-04 - acc: 1.000 - ETA: 3s - loss: 2.9220e-04 - acc: 1.000 - ETA: 3s - loss: 2.7551e-04 - acc: 1.000 - ETA: 3s - loss: 9.0870e-04 - acc: 0.999 - ETA: 3s - loss: 8.6211e-04 - acc: 0.999 - ETA: 3s - loss: 8.2006e-04 - acc: 0.999 - ETA: 3s - loss: 7.8192e-04 - acc: 0.999 - ETA: 3s - loss: 7.4718e-04 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.9989 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9989Epoch 00861: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 863/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 0.9962 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00862: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 864/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0131 - acc: 0.9917 - ETA: 3s - loss: 0.0094 - acc: 0.995 - ETA: 3s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0111 - acc: 0.994 - ETA: 4s - loss: 0.0091 - acc: 0.995 - ETA: 4s - loss: 0.0077 - acc: 0.996 - ETA: 4s - loss: 0.0066 - acc: 0.996 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00863: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5803 - val_acc: 0.8323 Epoch 865/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 3s - loss: 0.0474 - acc: 0.997 - ETA: 3s - loss: 0.0424 - acc: 0.997 - ETA: 3s - loss: 0.0396 - acc: 0.996 - ETA: 3s - loss: 0.0361 - acc: 0.996 - ETA: 3s - loss: 0.0332 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00864: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 866/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0661 - acc: 0.992 - ETA: 4s - loss: 0.0505 - acc: 0.994 - ETA: 4s - loss: 0.0409 - acc: 0.995 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00865: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 867/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0793 - acc: 0.992 - ETA: 4s - loss: 0.0666 - acc: 0.994 - ETA: 4s - loss: 0.0574 - acc: 0.994 - ETA: 4s - loss: 0.0504 - acc: 0.995 - ETA: 4s - loss: 0.0450 - acc: 0.995 - ETA: 4s - loss: 0.0417 - acc: 0.995 - ETA: 4s - loss: 0.0380 - acc: 0.995 - ETA: 3s - loss: 0.0375 - acc: 0.994 - ETA: 3s - loss: 0.0347 - acc: 0.995 - ETA: 3s - loss: 0.0322 - acc: 0.995 - ETA: 3s - loss: 0.0301 - acc: 0.995 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0266 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.996 - ETA: 3s - loss: 0.0239 - acc: 0.996 - ETA: 3s - loss: 0.0227 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0259 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0225 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00866: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5727 - val_acc: 0.8323 Epoch 868/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0062 - acc: 0.9917 - ETA: 3s - loss: 0.0037 - acc: 0.995 - ETA: 3s - loss: 0.0040 - acc: 0.996 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.996 - ETA: 3s - loss: 0.0063 - acc: 0.996 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00867: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 869/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.2869e-07 - acc: 1.000 - ETA: 4s - loss: 1.2912e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00868: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5731 - val_acc: 0.8323 Epoch 870/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 1.1964e-07 - acc: 1.000 - ETA: 3s - loss: 1.1954e-07 - acc: 1.000 - ETA: 3s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1941e-07 - acc: 1.000 - ETA: 3s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 8.4282e-04 - acc: 1.000 - ETA: 3s - loss: 7.6256e-04 - acc: 1.000 - ETA: 3s - loss: 6.9626e-04 - acc: 1.000 - ETA: 3s - loss: 6.4057e-04 - acc: 1.000 - ETA: 3s - loss: 5.9313e-04 - acc: 1.000 - ETA: 3s - loss: 5.5223e-04 - acc: 1.000 - ETA: 3s - loss: 0.0135 - acc: 0.9992 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00869: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5690 - val_acc: 0.8323 Epoch 871/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2070e-07 - acc: 1.000 - ETA: 3s - loss: 1.2037e-07 - acc: 1.000 - ETA: 3s - loss: 1.2016e-07 - acc: 1.000 - ETA: 3s - loss: 6.0819e-04 - acc: 1.000 - ETA: 3s - loss: 5.2712e-04 - acc: 1.000 - ETA: 3s - loss: 4.6512e-04 - acc: 1.000 - ETA: 3s - loss: 4.1617e-04 - acc: 1.000 - ETA: 3s - loss: 3.7655e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9634e-04 - acc: 0.999 - ETA: 3s - loss: 9.3596e-04 - acc: 0.999 - ETA: 3s - loss: 8.8249e-04 - acc: 0.999 - ETA: 3s - loss: 8.3479e-04 - acc: 0.999 - ETA: 3s - loss: 7.9199e-04 - acc: 0.999 - ETA: 3s - loss: 7.5336e-04 - acc: 0.999 - ETA: 3s - loss: 7.1832e-04 - acc: 0.999 - ETA: 3s - loss: 6.8640e-04 - acc: 0.999 - ETA: 3s - loss: 6.5720e-04 - acc: 0.999 - ETA: 3s - loss: 6.3038e-04 - acc: 0.999 - ETA: 3s - loss: 6.0567e-04 - acc: 0.999 - ETA: 3s - loss: 5.8281e-04 - acc: 0.999 - ETA: 3s - loss: 5.6163e-04 - acc: 0.999 - ETA: 3s - loss: 5.4192e-04 - acc: 0.999 - ETA: 2s - loss: 5.2356e-04 - acc: 0.999 - ETA: 2s - loss: 5.0640e-04 - acc: 0.999 - ETA: 2s - loss: 4.9032e-04 - acc: 0.999 - ETA: 2s - loss: 4.7524e-04 - acc: 0.999 - ETA: 2s - loss: 6.2159e-04 - acc: 0.999 - ETA: 2s - loss: 6.0358e-04 - acc: 0.999 - ETA: 2s - loss: 5.8658e-04 - acc: 0.999 - ETA: 2s - loss: 5.7051e-04 - acc: 0.999 - ETA: 2s - loss: 5.5530e-04 - acc: 0.999 - ETA: 2s - loss: 5.4088e-04 - acc: 0.999 - ETA: 2s - loss: 5.2719e-04 - acc: 0.999 - ETA: 2s - loss: 5.1418e-04 - acc: 0.999 - ETA: 2s - loss: 5.0179e-04 - acc: 0.999 - ETA: 2s - loss: 4.8999e-04 - acc: 0.999 - ETA: 2s - loss: 4.7872e-04 - acc: 0.999 - ETA: 2s - loss: 4.6797e-04 - acc: 0.999 - ETA: 2s - loss: 4.5779e-04 - acc: 0.999 - ETA: 2s - loss: 4.4795e-04 - acc: 0.999 - ETA: 2s - loss: 4.3852e-04 - acc: 0.999 - ETA: 1s - loss: 4.2948e-04 - acc: 0.999 - ETA: 1s - loss: 4.2080e-04 - acc: 0.999 - ETA: 1s - loss: 4.1247e-04 - acc: 0.999 - ETA: 1s - loss: 4.0447e-04 - acc: 0.999 - ETA: 1s - loss: 3.9677e-04 - acc: 0.999 - ETA: 1s - loss: 7.7898e-04 - acc: 0.999 - ETA: 1s - loss: 7.6469e-04 - acc: 0.999 - ETA: 1s - loss: 7.5092e-04 - acc: 0.999 - ETA: 1s - loss: 7.3763e-04 - acc: 0.999 - ETA: 1s - loss: 7.2480e-04 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.9994 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0011 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.9989Epoch 00870: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5708 - val_acc: 0.8323 Epoch 872/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2861e-07 - acc: 1.000 - ETA: 4s - loss: 1.2920e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00871: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5750 - val_acc: 0.8323 Epoch 873/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.0008e-07 - acc: 1.000 - ETA: 4s - loss: 3.5526e-07 - acc: 1.000 - ETA: 4s - loss: 3.2270e-07 - acc: 1.000 - ETA: 4s - loss: 2.9830e-07 - acc: 1.000 - ETA: 4s - loss: 2.7894e-07 - acc: 1.000 - ETA: 3s - loss: 2.6336e-07 - acc: 1.000 - ETA: 3s - loss: 2.5061e-07 - acc: 1.000 - ETA: 3s - loss: 2.4013e-07 - acc: 1.000 - ETA: 3s - loss: 2.3100e-07 - acc: 1.000 - ETA: 3s - loss: 7.9610e-04 - acc: 0.999 - ETA: 3s - loss: 7.4391e-04 - acc: 0.999 - ETA: 3s - loss: 6.9814e-04 - acc: 0.999 - ETA: 3s - loss: 6.5767e-04 - acc: 0.999 - ETA: 3s - loss: 6.2164e-04 - acc: 0.999 - ETA: 3s - loss: 5.8935e-04 - acc: 0.999 - ETA: 3s - loss: 5.6026e-04 - acc: 0.999 - ETA: 3s - loss: 7.9079e-04 - acc: 0.999 - ETA: 3s - loss: 7.5526e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9989 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00872: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5698 - val_acc: 0.8323 Epoch 874/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1994e-07 - acc: 1.000 - ETA: 3s - loss: 1.1990e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 3s - loss: 1.1984e-07 - acc: 1.000 - ETA: 3s - loss: 1.1991e-07 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00873: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 875/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00874: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 876/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2577e-07 - acc: 1.000 - ETA: 3s - loss: 1.2418e-07 - acc: 1.000 - ETA: 3s - loss: 1.2265e-07 - acc: 1.000 - ETA: 3s - loss: 1.2184e-07 - acc: 1.000 - ETA: 3s - loss: 1.2134e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 3s - loss: 1.2157e-07 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9985 - ETA: 3s - loss: 9.6377e-04 - acc: 0.998 - ETA: 3s - loss: 8.6976e-04 - acc: 0.998 - ETA: 3s - loss: 7.9246e-04 - acc: 0.998 - ETA: 3s - loss: 7.2778e-04 - acc: 0.999 - ETA: 3s - loss: 6.7286e-04 - acc: 0.999 - ETA: 3s - loss: 6.2565e-04 - acc: 0.999 - ETA: 3s - loss: 5.8463e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9985 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00875: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5695 - val_acc: 0.8323 Epoch 877/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2131e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2064e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 3s - loss: 0.0227 - acc: 0.9986 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00876: val_loss did not improve 6680/6680 [==============================] - 4s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5752 - val_acc: 0.8323 Epoch 878/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9962 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0303 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00877: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 879/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2009e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.2011e-07 - acc: 1.000 - ETA: 4s - loss: 1.2018e-07 - acc: 1.000 - ETA: 4s - loss: 1.2008e-07 - acc: 1.000 - ETA: 4s - loss: 5.5937e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.8818e-04 - acc: 0.999 - ETA: 3s - loss: 9.3090e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9986 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7359e-04 - acc: 0.999 - ETA: 3s - loss: 9.3787e-04 - acc: 0.999 - ETA: 3s - loss: 9.0468e-04 - acc: 0.999 - ETA: 3s - loss: 8.7375e-04 - acc: 0.999 - ETA: 3s - loss: 8.4487e-04 - acc: 0.999 - ETA: 2s - loss: 8.1784e-04 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.9988 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00878: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 880/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00879: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 881/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.8121e-07 - acc: 1.000 - ETA: 3s - loss: 1.7625e-07 - acc: 1.000 - ETA: 3s - loss: 7.4610e-04 - acc: 0.999 - ETA: 3s - loss: 6.9465e-04 - acc: 0.999 - ETA: 3s - loss: 6.4985e-04 - acc: 0.999 - ETA: 3s - loss: 6.1047e-04 - acc: 0.999 - ETA: 3s - loss: 5.7559e-04 - acc: 0.999 - ETA: 3s - loss: 8.0281e-04 - acc: 0.999 - ETA: 3s - loss: 7.6165e-04 - acc: 0.999 - ETA: 3s - loss: 7.2450e-04 - acc: 0.999 - ETA: 3s - loss: 6.9081e-04 - acc: 0.999 - ETA: 3s - loss: 6.6011e-04 - acc: 0.999 - ETA: 3s - loss: 6.3203e-04 - acc: 0.999 - ETA: 3s - loss: 6.0623e-04 - acc: 0.999 - ETA: 3s - loss: 5.8823e-04 - acc: 0.999 - ETA: 3s - loss: 5.6584e-04 - acc: 0.999 - ETA: 3s - loss: 5.4507e-04 - acc: 0.999 - ETA: 3s - loss: 5.2578e-04 - acc: 0.999 - ETA: 3s - loss: 5.0781e-04 - acc: 0.999 - ETA: 2s - loss: 8.1529e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9988 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00880: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5714 - val_acc: 0.8323 Epoch 882/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 1.0000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 9.1028e-04 - acc: 1.000 - ETA: 4s - loss: 7.6466e-04 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 0.9983 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4778e-04 - acc: 0.999 - ETA: 3s - loss: 8.9586e-04 - acc: 0.999 - ETA: 3s - loss: 8.4932e-04 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.9988 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00881: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5734 - val_acc: 0.8323 Epoch 883/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 4s - loss: 1.2848e-07 - acc: 1.000 - ETA: 4s - loss: 1.2563e-07 - acc: 1.000 - ETA: 4s - loss: 1.2412e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2255e-07 - acc: 1.000 - ETA: 4s - loss: 1.2209e-07 - acc: 1.000 - ETA: 4s - loss: 1.2174e-07 - acc: 1.000 - ETA: 4s - loss: 1.2146e-07 - acc: 1.000 - ETA: 4s - loss: 1.2124e-07 - acc: 1.000 - ETA: 4s - loss: 1.2106e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2078e-07 - acc: 1.000 - ETA: 3s - loss: 1.2067e-07 - acc: 1.000 - ETA: 3s - loss: 1.2058e-07 - acc: 1.000 - ETA: 3s - loss: 1.2049e-07 - acc: 1.000 - ETA: 3s - loss: 1.2042e-07 - acc: 1.000 - ETA: 3s - loss: 1.2035e-07 - acc: 1.000 - ETA: 3s - loss: 1.2029e-07 - acc: 1.000 - ETA: 3s - loss: 1.2024e-07 - acc: 1.000 - ETA: 3s - loss: 1.2026e-07 - acc: 1.000 - ETA: 3s - loss: 1.2021e-07 - acc: 1.000 - ETA: 3s - loss: 1.2017e-07 - acc: 1.000 - ETA: 3s - loss: 1.2013e-07 - acc: 1.000 - ETA: 3s - loss: 1.2009e-07 - acc: 1.000 - ETA: 3s - loss: 1.2007e-07 - acc: 1.000 - ETA: 3s - loss: 1.2004e-07 - acc: 1.000 - ETA: 3s - loss: 1.2001e-07 - acc: 1.000 - ETA: 3s - loss: 1.1998e-07 - acc: 1.000 - ETA: 3s - loss: 1.2000e-07 - acc: 1.000 - ETA: 3s - loss: 1.1998e-07 - acc: 1.000 - ETA: 3s - loss: 1.1995e-07 - acc: 1.000 - ETA: 2s - loss: 3.5059e-04 - acc: 0.999 - ETA: 2s - loss: 3.4028e-04 - acc: 0.999 - ETA: 2s - loss: 3.3056e-04 - acc: 0.999 - ETA: 2s - loss: 3.2138e-04 - acc: 0.999 - ETA: 2s - loss: 3.1270e-04 - acc: 0.999 - ETA: 2s - loss: 3.0447e-04 - acc: 0.999 - ETA: 2s - loss: 2.9667e-04 - acc: 0.999 - ETA: 2s - loss: 2.8926e-04 - acc: 0.999 - ETA: 2s - loss: 4.6836e-04 - acc: 0.999 - ETA: 2s - loss: 4.5721e-04 - acc: 0.999 - ETA: 2s - loss: 4.4658e-04 - acc: 0.999 - ETA: 2s - loss: 4.3644e-04 - acc: 0.999 - ETA: 2s - loss: 4.2674e-04 - acc: 0.999 - ETA: 2s - loss: 4.1746e-04 - acc: 0.999 - ETA: 2s - loss: 4.0859e-04 - acc: 0.999 - ETA: 2s - loss: 4.0008e-04 - acc: 0.999 - ETA: 1s - loss: 3.9191e-04 - acc: 0.999 - ETA: 1s - loss: 3.8408e-04 - acc: 0.999 - ETA: 1s - loss: 3.7655e-04 - acc: 0.999 - ETA: 1s - loss: 3.6931e-04 - acc: 0.999 - ETA: 1s - loss: 3.6234e-04 - acc: 0.999 - ETA: 1s - loss: 3.5564e-04 - acc: 0.999 - ETA: 1s - loss: 3.4917e-04 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.9996 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00882: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 884/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00883: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5711 - val_acc: 0.8323 Epoch 885/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0327 - acc: 0.996 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00884: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 886/2000 6640/6680 [============================>.] - ETA: 4s - loss: 0.0452 - acc: 0.950 - ETA: 4s - loss: 0.0090 - acc: 0.990 - ETA: 4s - loss: 0.0050 - acc: 0.994 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.995 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8135e-04 - acc: 0.999 - ETA: 3s - loss: 9.4397e-04 - acc: 0.999 - ETA: 3s - loss: 9.0933e-04 - acc: 0.999 - ETA: 3s - loss: 8.7714e-04 - acc: 0.999 - ETA: 3s - loss: 8.4716e-04 - acc: 0.999 - ETA: 2s - loss: 8.1916e-04 - acc: 0.999 - ETA: 2s - loss: 7.9295e-04 - acc: 0.999 - ETA: 2s - loss: 7.6837e-04 - acc: 0.999 - ETA: 2s - loss: 7.4526e-04 - acc: 0.999 - ETA: 2s - loss: 7.2351e-04 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.9989 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00885: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 887/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 0.0576 - acc: 0.9964 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0638 - acc: 0.994 - ETA: 3s - loss: 0.0518 - acc: 0.995 - ETA: 3s - loss: 0.0476 - acc: 0.994 - ETA: 3s - loss: 0.0428 - acc: 0.995 - ETA: 3s - loss: 0.0389 - acc: 0.995 - ETA: 3s - loss: 0.0357 - acc: 0.995 - ETA: 3s - loss: 0.0329 - acc: 0.996 - ETA: 3s - loss: 0.0306 - acc: 0.996 - ETA: 3s - loss: 0.0285 - acc: 0.996 - ETA: 3s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00886: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 888/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00887: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 889/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.5497e-07 - acc: 1.000 - ETA: 3s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9964 - ETA: 3s - loss: 0.0060 - acc: 0.994 - ETA: 3s - loss: 0.0049 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 3s - loss: 0.0036 - acc: 0.996 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00888: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5852 - val_acc: 0.8323 Epoch 890/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 0.0576 - acc: 0.9964 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00889: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5832 - val_acc: 0.8323 Epoch 891/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7652e-07 - acc: 1.000 - ETA: 4s - loss: 1.6304e-07 - acc: 1.000 - ETA: 4s - loss: 1.5469e-07 - acc: 1.000 - ETA: 4s - loss: 1.5068e-07 - acc: 1.000 - ETA: 4s - loss: 1.4634e-07 - acc: 1.000 - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 3s - loss: 1.4047e-07 - acc: 1.000 - ETA: 3s - loss: 1.3840e-07 - acc: 1.000 - ETA: 3s - loss: 1.3669e-07 - acc: 1.000 - ETA: 3s - loss: 1.3527e-07 - acc: 1.000 - ETA: 3s - loss: 1.3428e-07 - acc: 1.000 - ETA: 3s - loss: 1.3322e-07 - acc: 1.000 - ETA: 3s - loss: 8.8702e-04 - acc: 0.999 - ETA: 3s - loss: 8.3244e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9993 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6047e-04 - acc: 0.999 - ETA: 3s - loss: 9.1730e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6980e-04 - acc: 0.999 - ETA: 2s - loss: 9.3665e-04 - acc: 0.999 - ETA: 2s - loss: 9.0569e-04 - acc: 0.999 - ETA: 2s - loss: 8.7671e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9992 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00890: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 892/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.2332e-07 - acc: 1.000 - ETA: 4s - loss: 1.2267e-07 - acc: 1.000 - ETA: 4s - loss: 1.8714e-07 - acc: 1.000 - ETA: 4s - loss: 1.7891e-07 - acc: 1.000 - ETA: 4s - loss: 1.7471e-07 - acc: 1.000 - ETA: 4s - loss: 1.6929e-07 - acc: 1.000 - ETA: 3s - loss: 1.6484e-07 - acc: 1.000 - ETA: 3s - loss: 1.6112e-07 - acc: 1.000 - ETA: 3s - loss: 1.5801e-07 - acc: 1.000 - ETA: 3s - loss: 1.5529e-07 - acc: 1.000 - ETA: 3s - loss: 1.5292e-07 - acc: 1.000 - ETA: 3s - loss: 1.5085e-07 - acc: 1.000 - ETA: 3s - loss: 1.4901e-07 - acc: 1.000 - ETA: 3s - loss: 1.4738e-07 - acc: 1.000 - ETA: 3s - loss: 0.0108 - acc: 0.9994 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00891: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8323 Epoch 893/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9980 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00892: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 894/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.4784e-04 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.9991 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00893: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5739 - val_acc: 0.8323 Epoch 895/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 3.1912e-04 - acc: 1.000 - ETA: 3s - loss: 6.4969e-04 - acc: 1.000 - ETA: 3s - loss: 6.1913e-04 - acc: 1.000 - ETA: 3s - loss: 5.9131e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7274e-04 - acc: 0.999 - ETA: 3s - loss: 9.3704e-04 - acc: 0.999 - ETA: 3s - loss: 9.0388e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9991 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00894: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 896/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.2968e-04 - acc: 1.000 - ETA: 4s - loss: 8.0147e-04 - acc: 1.000 - ETA: 4s - loss: 7.0433e-04 - acc: 1.000 - ETA: 4s - loss: 6.2820e-04 - acc: 1.000 - ETA: 4s - loss: 5.6693e-04 - acc: 1.000 - ETA: 4s - loss: 5.1654e-04 - acc: 1.000 - ETA: 3s - loss: 4.7439e-04 - acc: 1.000 - ETA: 3s - loss: 4.3859e-04 - acc: 1.000 - ETA: 3s - loss: 4.0782e-04 - acc: 1.000 - ETA: 3s - loss: 3.8109e-04 - acc: 1.000 - ETA: 3s - loss: 3.5764e-04 - acc: 1.000 - ETA: 3s - loss: 3.3692e-04 - acc: 1.000 - ETA: 3s - loss: 3.1846e-04 - acc: 1.000 - ETA: 3s - loss: 3.0193e-04 - acc: 1.000 - ETA: 3s - loss: 2.8702e-04 - acc: 1.000 - ETA: 3s - loss: 2.7352e-04 - acc: 1.000 - ETA: 3s - loss: 2.6123e-04 - acc: 1.000 - ETA: 3s - loss: 2.5000e-04 - acc: 1.000 - ETA: 3s - loss: 2.3970e-04 - acc: 1.000 - ETA: 3s - loss: 2.3021e-04 - acc: 1.000 - ETA: 3s - loss: 6.7193e-04 - acc: 0.999 - ETA: 3s - loss: 6.4728e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9991 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00895: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5715 - val_acc: 0.8323 Epoch 897/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 3s - loss: 1.1969e-07 - acc: 1.000 - ETA: 3s - loss: 7.4902e-04 - acc: 1.000 - ETA: 3s - loss: 0.0186 - acc: 0.9989 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 00896: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5787 - val_acc: 0.8335 Epoch 898/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.2360e-07 - acc: 1.000 - ETA: 3s - loss: 1.2318e-07 - acc: 1.000 - ETA: 3s - loss: 1.2284e-07 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9990 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9137e-04 - acc: 0.999 - ETA: 3s - loss: 9.3779e-04 - acc: 0.999 - ETA: 3s - loss: 8.8970e-04 - acc: 0.999 - ETA: 3s - loss: 8.4631e-04 - acc: 0.999 - ETA: 3s - loss: 8.0695e-04 - acc: 0.999 - ETA: 3s - loss: 7.7109e-04 - acc: 0.999 - ETA: 3s - loss: 7.3829e-04 - acc: 0.999 - ETA: 3s - loss: 7.0816e-04 - acc: 0.999 - ETA: 3s - loss: 6.8039e-04 - acc: 0.999 - ETA: 3s - loss: 6.5472e-04 - acc: 0.999 - ETA: 3s - loss: 6.3092e-04 - acc: 0.999 - ETA: 3s - loss: 6.0878e-04 - acc: 0.999 - ETA: 3s - loss: 9.2146e-04 - acc: 0.999 - ETA: 2s - loss: 8.9125e-04 - acc: 0.999 - ETA: 2s - loss: 8.6296e-04 - acc: 0.999 - ETA: 2s - loss: 8.3641e-04 - acc: 0.999 - ETA: 2s - loss: 8.1145e-04 - acc: 0.999 - ETA: 2s - loss: 7.8793e-04 - acc: 0.999 - ETA: 2s - loss: 7.6574e-04 - acc: 0.999 - ETA: 2s - loss: 7.4476e-04 - acc: 0.999 - ETA: 2s - loss: 7.2491e-04 - acc: 0.999 - ETA: 2s - loss: 7.0608e-04 - acc: 0.999 - ETA: 2s - loss: 6.8821e-04 - acc: 0.999 - ETA: 2s - loss: 6.7122e-04 - acc: 0.999 - ETA: 2s - loss: 6.5505e-04 - acc: 0.999 - ETA: 2s - loss: 6.3964e-04 - acc: 0.999 - ETA: 2s - loss: 7.7126e-04 - acc: 0.999 - ETA: 2s - loss: 7.5393e-04 - acc: 0.999 - ETA: 2s - loss: 7.3737e-04 - acc: 0.999 - ETA: 2s - loss: 7.2151e-04 - acc: 0.999 - ETA: 2s - loss: 7.0633e-04 - acc: 0.999 - ETA: 1s - loss: 6.9176e-04 - acc: 0.999 - ETA: 1s - loss: 6.7779e-04 - acc: 0.999 - ETA: 1s - loss: 6.6437e-04 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.9993 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.9989Epoch 00897: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5799 - val_acc: 0.8335 Epoch 899/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2024e-07 - acc: 1.000 - ETA: 4s - loss: 1.2010e-07 - acc: 1.000 - ETA: 3s - loss: 1.3376e-07 - acc: 1.000 - ETA: 3s - loss: 1.3223e-07 - acc: 1.000 - ETA: 3s - loss: 1.3099e-07 - acc: 1.000 - ETA: 3s - loss: 1.3022e-07 - acc: 1.000 - ETA: 3s - loss: 1.2934e-07 - acc: 1.000 - ETA: 3s - loss: 1.2859e-07 - acc: 1.000 - ETA: 3s - loss: 8.5543e-04 - acc: 0.999 - ETA: 3s - loss: 8.0025e-04 - acc: 0.999 - ETA: 3s - loss: 7.5175e-04 - acc: 0.999 - ETA: 3s - loss: 7.0880e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9993 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6615e-04 - acc: 0.999 - ETA: 3s - loss: 9.2121e-04 - acc: 0.999 - ETA: 3s - loss: 8.8028e-04 - acc: 0.999 - ETA: 3s - loss: 8.4282e-04 - acc: 0.999 - ETA: 3s - loss: 8.0843e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9932e-04 - acc: 0.999 - ETA: 2s - loss: 9.6656e-04 - acc: 0.999 - ETA: 2s - loss: 9.3588e-04 - acc: 0.999 - ETA: 2s - loss: 9.0709e-04 - acc: 0.999 - ETA: 2s - loss: 8.8001e-04 - acc: 0.999 - ETA: 2s - loss: 8.5451e-04 - acc: 0.999 - ETA: 2s - loss: 8.3044e-04 - acc: 0.999 - ETA: 2s - loss: 8.0769e-04 - acc: 0.999 - ETA: 2s - loss: 7.8616e-04 - acc: 0.999 - ETA: 2s - loss: 7.6574e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9991 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00898: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5739 - val_acc: 0.8335 Epoch 900/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9895e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9986 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00899: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5737 - val_acc: 0.8323 Epoch 901/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 1.1974e-07 - acc: 1.000 - ETA: 3s - loss: 1.1999e-07 - acc: 1.000 - ETA: 3s - loss: 1.1992e-07 - acc: 1.000 - ETA: 3s - loss: 1.1986e-07 - acc: 1.000 - ETA: 3s - loss: 0.0161 - acc: 0.9990 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00900: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8335 Epoch 902/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.2028e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1986e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 1.3825e-07 - acc: 1.000 - ETA: 3s - loss: 1.3681e-07 - acc: 1.000 - ETA: 3s - loss: 5.3363e-04 - acc: 1.000 - ETA: 3s - loss: 4.9865e-04 - acc: 1.000 - ETA: 3s - loss: 4.6797e-04 - acc: 1.000 - ETA: 3s - loss: 4.4085e-04 - acc: 1.000 - ETA: 3s - loss: 4.1670e-04 - acc: 1.000 - ETA: 3s - loss: 7.8024e-04 - acc: 1.000 - ETA: 3s - loss: 7.4172e-04 - acc: 1.000 - ETA: 3s - loss: 7.0682e-04 - acc: 1.000 - ETA: 3s - loss: 0.0101 - acc: 0.9994 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00901: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5721 - val_acc: 0.8335 Epoch 903/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9985 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00902: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5739 - val_acc: 0.8335 Epoch 904/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00903: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8335 Epoch 905/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8623e-04 - acc: 1.000 - ETA: 4s - loss: 8.6670e-04 - acc: 1.000 - ETA: 4s - loss: 7.7301e-04 - acc: 1.000 - ETA: 4s - loss: 6.9761e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9989 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8047e-04 - acc: 0.999 - ETA: 3s - loss: 9.2364e-04 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.9986 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00904: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5739 - val_acc: 0.8335 Epoch 906/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1954e-07 - acc: 1.000 - ETA: 3s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1941e-07 - acc: 1.000 - ETA: 3s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1940e-07 - acc: 1.000 - ETA: 3s - loss: 7.8131e-04 - acc: 0.999 - ETA: 3s - loss: 7.2344e-04 - acc: 0.999 - ETA: 3s - loss: 6.7356e-04 - acc: 0.999 - ETA: 3s - loss: 6.3011e-04 - acc: 0.999 - ETA: 3s - loss: 5.9193e-04 - acc: 0.999 - ETA: 3s - loss: 5.5811e-04 - acc: 0.999 - ETA: 3s - loss: 5.2795e-04 - acc: 0.999 - ETA: 3s - loss: 5.0088e-04 - acc: 0.999 - ETA: 3s - loss: 4.7646e-04 - acc: 0.999 - ETA: 3s - loss: 4.5430e-04 - acc: 0.999 - ETA: 3s - loss: 4.3411e-04 - acc: 0.999 - ETA: 3s - loss: 4.1565e-04 - acc: 0.999 - ETA: 3s - loss: 3.9869e-04 - acc: 0.999 - ETA: 3s - loss: 3.8685e-04 - acc: 0.999 - ETA: 3s - loss: 3.6516e-04 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.9991 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00905: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 907/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1098e-04 - acc: 1.000 - ETA: 4s - loss: 8.2423e-04 - acc: 1.000 - ETA: 3s - loss: 7.5257e-04 - acc: 1.000 - ETA: 3s - loss: 6.9237e-04 - acc: 1.000 - ETA: 3s - loss: 6.4110e-04 - acc: 1.000 - ETA: 3s - loss: 5.9689e-04 - acc: 1.000 - ETA: 3s - loss: 5.5839e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8546e-04 - acc: 0.999 - ETA: 3s - loss: 9.3493e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9994 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7872e-04 - acc: 0.999 - ETA: 3s - loss: 9.4314e-04 - acc: 0.999 - ETA: 3s - loss: 9.1005e-04 - acc: 0.999 - ETA: 3s - loss: 8.7921e-04 - acc: 0.999 - ETA: 3s - loss: 8.5038e-04 - acc: 0.999 - ETA: 2s - loss: 8.2339e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9992 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00906: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 908/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.9989Epoch 00907: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 909/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.0083e-07 - acc: 1.000 - ETA: 4s - loss: 3.8677e-07 - acc: 1.000 - ETA: 4s - loss: 3.0536e-07 - acc: 1.000 - ETA: 4s - loss: 2.6156e-07 - acc: 1.000 - ETA: 4s - loss: 2.3686e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00908: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5719 - val_acc: 0.8323 Epoch 910/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.2209e-07 - acc: 1.000 - ETA: 4s - loss: 1.2174e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00909: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8335 Epoch 911/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2815e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.4460e-07 - acc: 1.000 - ETA: 4s - loss: 1.4110e-07 - acc: 1.000 - ETA: 4s - loss: 1.3845e-07 - acc: 1.000 - ETA: 4s - loss: 1.3637e-07 - acc: 1.000 - ETA: 4s - loss: 1.3491e-07 - acc: 1.000 - ETA: 4s - loss: 1.3398e-07 - acc: 1.000 - ETA: 3s - loss: 1.3417e-07 - acc: 1.000 - ETA: 3s - loss: 1.3304e-07 - acc: 1.000 - ETA: 3s - loss: 1.3207e-07 - acc: 1.000 - ETA: 3s - loss: 1.3137e-07 - acc: 1.000 - ETA: 3s - loss: 1.3090e-07 - acc: 1.000 - ETA: 3s - loss: 1.3040e-07 - acc: 1.000 - ETA: 3s - loss: 1.2978e-07 - acc: 1.000 - ETA: 3s - loss: 4.2949e-04 - acc: 1.000 - ETA: 3s - loss: 4.0828e-04 - acc: 1.000 - ETA: 3s - loss: 3.8908e-04 - acc: 1.000 - ETA: 3s - loss: 3.7159e-04 - acc: 1.000 - ETA: 3s - loss: 3.5562e-04 - acc: 1.000 - ETA: 3s - loss: 3.4096e-04 - acc: 1.000 - ETA: 3s - loss: 3.2746e-04 - acc: 1.000 - ETA: 3s - loss: 3.1499e-04 - acc: 1.000 - ETA: 3s - loss: 3.0343e-04 - acc: 1.000 - ETA: 3s - loss: 2.9270e-04 - acc: 1.000 - ETA: 3s - loss: 2.8269e-04 - acc: 1.000 - ETA: 2s - loss: 2.7335e-04 - acc: 1.000 - ETA: 2s - loss: 2.6461e-04 - acc: 1.000 - ETA: 2s - loss: 0.0065 - acc: 0.9996 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00910: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5739 - val_acc: 0.8335 Epoch 912/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.8059 - acc: 0.950 - ETA: 3s - loss: 0.1612 - acc: 0.990 - ETA: 3s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0640 - acc: 0.996 - ETA: 4s - loss: 0.0490 - acc: 0.997 - ETA: 4s - loss: 0.0396 - acc: 0.997 - ETA: 4s - loss: 0.0655 - acc: 0.996 - ETA: 4s - loss: 0.0565 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.997 - ETA: 4s - loss: 0.0443 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 3s - loss: 0.0364 - acc: 0.997 - ETA: 3s - loss: 0.0334 - acc: 0.998 - ETA: 3s - loss: 0.0309 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00911: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8335 Epoch 913/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 8.6285e-04 - acc: 1.000 - ETA: 4s - loss: 7.4386e-04 - acc: 1.000 - ETA: 4s - loss: 6.5371e-04 - acc: 1.000 - ETA: 4s - loss: 5.8305e-04 - acc: 1.000 - ETA: 4s - loss: 5.2618e-04 - acc: 1.000 - ETA: 4s - loss: 4.7942e-04 - acc: 1.000 - ETA: 4s - loss: 4.4029e-04 - acc: 1.000 - ETA: 3s - loss: 4.0707e-04 - acc: 1.000 - ETA: 3s - loss: 3.7851e-04 - acc: 1.000 - ETA: 3s - loss: 3.5370e-04 - acc: 1.000 - ETA: 3s - loss: 3.3194e-04 - acc: 1.000 - ETA: 3s - loss: 3.1270e-04 - acc: 1.000 - ETA: 3s - loss: 2.9558e-04 - acc: 1.000 - ETA: 3s - loss: 2.8023e-04 - acc: 1.000 - ETA: 3s - loss: 2.6640e-04 - acc: 1.000 - ETA: 3s - loss: 2.5386e-04 - acc: 1.000 - ETA: 3s - loss: 2.4246e-04 - acc: 1.000 - ETA: 3s - loss: 2.3204e-04 - acc: 1.000 - ETA: 3s - loss: 2.2247e-04 - acc: 1.000 - ETA: 3s - loss: 2.1367e-04 - acc: 1.000 - ETA: 3s - loss: 2.0553e-04 - acc: 1.000 - ETA: 3s - loss: 1.9799e-04 - acc: 1.000 - ETA: 3s - loss: 1.9099e-04 - acc: 1.000 - ETA: 3s - loss: 5.1750e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9992 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00912: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 914/2000 6660/6680 [============================>.] - ETA: 2s - loss: 4.8280e-07 - acc: 1.000 - ETA: 4s - loss: 1.9193e-07 - acc: 1.000 - ETA: 4s - loss: 1.5961e-07 - acc: 1.000 - ETA: 4s - loss: 1.4741e-07 - acc: 1.000 - ETA: 4s - loss: 1.4253e-07 - acc: 1.000 - ETA: 4s - loss: 1.3808e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9980 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.1903e-04 - acc: 0.998 - ETA: 3s - loss: 8.3735e-04 - acc: 0.998 - ETA: 3s - loss: 7.6901e-04 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.9981 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00913: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5728 - val_acc: 0.8335 Epoch 915/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 9.9545e-04 - acc: 0.998 - ETA: 3s - loss: 9.0697e-04 - acc: 0.998 - ETA: 3s - loss: 8.3294e-04 - acc: 0.999 - ETA: 3s - loss: 7.7009e-04 - acc: 0.999 - ETA: 3s - loss: 7.1606e-04 - acc: 0.999 - ETA: 3s - loss: 6.6911e-04 - acc: 0.999 - ETA: 3s - loss: 6.2794e-04 - acc: 0.999 - ETA: 3s - loss: 5.9155e-04 - acc: 0.999 - ETA: 3s - loss: 5.5914e-04 - acc: 0.999 - ETA: 3s - loss: 5.3010e-04 - acc: 0.999 - ETA: 3s - loss: 5.0393e-04 - acc: 0.999 - ETA: 3s - loss: 4.8022e-04 - acc: 0.999 - ETA: 3s - loss: 4.5864e-04 - acc: 0.999 - ETA: 3s - loss: 4.3893e-04 - acc: 0.999 - ETA: 3s - loss: 4.2083e-04 - acc: 0.999 - ETA: 3s - loss: 4.0417e-04 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.9990 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00914: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8335 Epoch 916/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2353e-07 - acc: 1.000 - ETA: 3s - loss: 1.2325e-07 - acc: 1.000 - ETA: 3s - loss: 1.2300e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 3s - loss: 1.2259e-07 - acc: 1.000 - ETA: 3s - loss: 1.2276e-07 - acc: 1.000 - ETA: 3s - loss: 1.2259e-07 - acc: 1.000 - ETA: 3s - loss: 1.2243e-07 - acc: 1.000 - ETA: 3s - loss: 1.3007e-07 - acc: 1.000 - ETA: 3s - loss: 1.2974e-07 - acc: 1.000 - ETA: 3s - loss: 1.2931e-07 - acc: 1.000 - ETA: 3s - loss: 1.2891e-07 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00915: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5749 - val_acc: 0.8335 Epoch 917/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0487 - acc: 0.997 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 4s - loss: 0.0286 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00916: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8335 Epoch 918/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9962 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6992e-04 - acc: 0.998 - ETA: 4s - loss: 8.7530e-04 - acc: 0.998 - ETA: 4s - loss: 7.9752e-04 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.9990 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00917: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 919/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3765e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9983 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6368e-04 - acc: 0.999 - ETA: 3s - loss: 9.0700e-04 - acc: 0.999 - ETA: 3s - loss: 8.5661e-04 - acc: 0.999 - ETA: 3s - loss: 8.1154e-04 - acc: 0.999 - ETA: 3s - loss: 7.7096e-04 - acc: 0.999 - ETA: 3s - loss: 7.3426e-04 - acc: 0.999 - ETA: 3s - loss: 7.0089e-04 - acc: 0.999 - ETA: 3s - loss: 6.7042e-04 - acc: 0.999 - ETA: 3s - loss: 6.4249e-04 - acc: 0.999 - ETA: 3s - loss: 6.1680e-04 - acc: 0.999 - ETA: 3s - loss: 5.9308e-04 - acc: 0.999 - ETA: 3s - loss: 5.7112e-04 - acc: 0.999 - ETA: 3s - loss: 5.5072e-04 - acc: 0.999 - ETA: 3s - loss: 8.6892e-04 - acc: 0.999 - ETA: 3s - loss: 8.3996e-04 - acc: 0.999 - ETA: 2s - loss: 8.1287e-04 - acc: 0.999 - ETA: 2s - loss: 7.8747e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9992 - ETA: 2s - loss: 9.8897e-04 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.9989 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00918: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5803 - val_acc: 0.8323 Epoch 920/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9900 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3470e-04 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.9978 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00919: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 921/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.8059 - acc: 0.950 - ETA: 3s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0644 - acc: 0.996 - ETA: 4s - loss: 0.0492 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00920: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 922/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9900 - ETA: 4s - loss: 0.0938 - acc: 0.988 - ETA: 4s - loss: 0.0650 - acc: 0.992 - ETA: 4s - loss: 0.0497 - acc: 0.994 - ETA: 4s - loss: 0.0417 - acc: 0.995 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00921: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 923/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00922: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 924/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 3s - loss: 1.1954e-07 - acc: 1.000 - ETA: 3s - loss: 7.7652e-04 - acc: 0.999 - ETA: 3s - loss: 7.1794e-04 - acc: 0.999 - ETA: 3s - loss: 6.6756e-04 - acc: 0.999 - ETA: 3s - loss: 6.2380e-04 - acc: 0.999 - ETA: 3s - loss: 5.8542e-04 - acc: 0.999 - ETA: 3s - loss: 5.5149e-04 - acc: 0.999 - ETA: 3s - loss: 5.2127e-04 - acc: 0.999 - ETA: 3s - loss: 4.9420e-04 - acc: 0.999 - ETA: 3s - loss: 4.6980e-04 - acc: 0.999 - ETA: 3s - loss: 4.4770e-04 - acc: 0.999 - ETA: 3s - loss: 4.2759e-04 - acc: 0.999 - ETA: 3s - loss: 4.0920e-04 - acc: 0.999 - ETA: 3s - loss: 7.2963e-04 - acc: 0.999 - ETA: 3s - loss: 7.0074e-04 - acc: 0.999 - ETA: 3s - loss: 6.7405e-04 - acc: 0.999 - ETA: 3s - loss: 6.4932e-04 - acc: 0.999 - ETA: 3s - loss: 6.2634e-04 - acc: 0.999 - ETA: 3s - loss: 6.0493e-04 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.9988 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00923: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5736 - val_acc: 0.8323 Epoch 925/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00924: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5719 - val_acc: 0.8323 Epoch 926/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9980 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.3520e-04 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.9989 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5791e-04 - acc: 0.999 - ETA: 3s - loss: 9.1841e-04 - acc: 0.999 - ETA: 3s - loss: 8.8204e-04 - acc: 0.999 - ETA: 3s - loss: 8.4845e-04 - acc: 0.999 - ETA: 3s - loss: 8.1731e-04 - acc: 0.999 - ETA: 3s - loss: 7.8839e-04 - acc: 0.999 - ETA: 3s - loss: 7.6144e-04 - acc: 0.999 - ETA: 3s - loss: 7.3627e-04 - acc: 0.999 - ETA: 2s - loss: 7.1271e-04 - acc: 0.999 - ETA: 2s - loss: 6.9062e-04 - acc: 0.999 - ETA: 2s - loss: 6.6985e-04 - acc: 0.999 - ETA: 2s - loss: 6.5030e-04 - acc: 0.999 - ETA: 2s - loss: 6.3185e-04 - acc: 0.999 - ETA: 2s - loss: 6.1442e-04 - acc: 0.999 - ETA: 2s - loss: 5.9793e-04 - acc: 0.999 - ETA: 2s - loss: 5.8230e-04 - acc: 0.999 - ETA: 2s - loss: 7.9915e-04 - acc: 0.999 - ETA: 2s - loss: 7.7930e-04 - acc: 0.999 - ETA: 2s - loss: 7.6041e-04 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.9991 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00925: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5814 - val_acc: 0.8323 Epoch 927/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2086e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 4s - loss: 1.2009e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1965e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 3s - loss: 1.1957e-07 - acc: 1.000 - ETA: 3s - loss: 1.1955e-07 - acc: 1.000 - ETA: 3s - loss: 1.1952e-07 - acc: 1.000 - ETA: 3s - loss: 1.1950e-07 - acc: 1.000 - ETA: 3s - loss: 4.7329e-04 - acc: 1.000 - ETA: 3s - loss: 0.0121 - acc: 0.9993 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9989Epoch 00926: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8323 Epoch 928/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9977 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.2035e-04 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.9978 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9676e-04 - acc: 0.998 - ETA: 3s - loss: 9.5041e-04 - acc: 0.998 - ETA: 3s - loss: 9.0817e-04 - acc: 0.998 - ETA: 3s - loss: 8.6953e-04 - acc: 0.998 - ETA: 3s - loss: 8.3405e-04 - acc: 0.999 - ETA: 3s - loss: 8.0134e-04 - acc: 0.999 - ETA: 3s - loss: 7.7111e-04 - acc: 0.999 - ETA: 3s - loss: 7.4307e-04 - acc: 0.999 - ETA: 3s - loss: 7.1701e-04 - acc: 0.999 - ETA: 3s - loss: 6.9270e-04 - acc: 0.999 - ETA: 2s - loss: 6.7000e-04 - acc: 0.999 - ETA: 2s - loss: 6.4873e-04 - acc: 0.999 - ETA: 2s - loss: 6.2877e-04 - acc: 0.999 - ETA: 2s - loss: 6.1001e-04 - acc: 0.999 - ETA: 2s - loss: 5.9233e-04 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.9989 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00927: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8323 Epoch 929/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00928: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5743 - val_acc: 0.8323 Epoch 930/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.2503e-07 - acc: 1.000 - ETA: 4s - loss: 1.2410e-07 - acc: 1.000 - ETA: 4s - loss: 1.2342e-07 - acc: 1.000 - ETA: 4s - loss: 1.2291e-07 - acc: 1.000 - ETA: 4s - loss: 1.2251e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.2206e-07 - acc: 1.000 - ETA: 3s - loss: 1.2182e-07 - acc: 1.000 - ETA: 3s - loss: 1.2163e-07 - acc: 1.000 - ETA: 3s - loss: 1.2146e-07 - acc: 1.000 - ETA: 3s - loss: 1.2131e-07 - acc: 1.000 - ETA: 3s - loss: 1.2118e-07 - acc: 1.000 - ETA: 3s - loss: 1.2504e-07 - acc: 1.000 - ETA: 3s - loss: 1.2472e-07 - acc: 1.000 - ETA: 3s - loss: 4.6923e-04 - acc: 0.999 - ETA: 3s - loss: 4.4606e-04 - acc: 0.999 - ETA: 3s - loss: 4.2508e-04 - acc: 0.999 - ETA: 3s - loss: 4.0598e-04 - acc: 0.999 - ETA: 3s - loss: 3.8852e-04 - acc: 0.999 - ETA: 3s - loss: 3.7250e-04 - acc: 0.999 - ETA: 3s - loss: 3.5776e-04 - acc: 0.999 - ETA: 3s - loss: 3.4413e-04 - acc: 0.999 - ETA: 3s - loss: 3.3151e-04 - acc: 0.999 - ETA: 3s - loss: 3.1978e-04 - acc: 0.999 - ETA: 3s - loss: 3.0885e-04 - acc: 0.999 - ETA: 3s - loss: 2.9864e-04 - acc: 0.999 - ETA: 2s - loss: 2.8909e-04 - acc: 0.999 - ETA: 2s - loss: 2.8013e-04 - acc: 0.999 - ETA: 2s - loss: 2.7172e-04 - acc: 0.999 - ETA: 2s - loss: 2.6379e-04 - acc: 0.999 - ETA: 2s - loss: 4.2475e-04 - acc: 0.999 - ETA: 2s - loss: 4.1303e-04 - acc: 0.999 - ETA: 2s - loss: 4.0195e-04 - acc: 0.999 - ETA: 2s - loss: 3.9144e-04 - acc: 0.999 - ETA: 2s - loss: 3.8147e-04 - acc: 0.999 - ETA: 2s - loss: 3.7200e-04 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.9994 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00929: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 931/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00930: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 932/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9900 - ETA: 3s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00931: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 933/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3444e-07 - acc: 1.000 - ETA: 4s - loss: 1.3067e-07 - acc: 1.000 - ETA: 4s - loss: 1.2797e-07 - acc: 1.000 - ETA: 4s - loss: 1.2631e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2435e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00932: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 934/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 3s - loss: 0.0448 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9988Epoch 00933: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5708 - val_acc: 0.8323 Epoch 935/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2680e-04 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.9980 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00934: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5723 - val_acc: 0.8335 Epoch 936/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2265e-07 - acc: 1.000 - ETA: 4s - loss: 1.2184e-07 - acc: 1.000 - ETA: 4s - loss: 1.2134e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2075e-07 - acc: 1.000 - ETA: 4s - loss: 1.2056e-07 - acc: 1.000 - ETA: 4s - loss: 1.2050e-07 - acc: 1.000 - ETA: 4s - loss: 1.2052e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2030e-07 - acc: 1.000 - ETA: 4s - loss: 1.2022e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 3s - loss: 1.2009e-07 - acc: 1.000 - ETA: 3s - loss: 1.2003e-07 - acc: 1.000 - ETA: 3s - loss: 1.1999e-07 - acc: 1.000 - ETA: 3s - loss: 1.1994e-07 - acc: 1.000 - ETA: 3s - loss: 1.1991e-07 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00935: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 937/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00936: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5738 - val_acc: 0.8323 Epoch 938/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.8167e-04 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.9986 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00937: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 939/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9972 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.995 - ETA: 4s - loss: 0.0265 - acc: 0.995 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 3s - loss: 0.0215 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0175 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.995 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00938: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5729 - val_acc: 0.8323 Epoch 940/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9988 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4810e-04 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.9985 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 00939: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 941/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9974 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.2735e-04 - acc: 0.999 - ETA: 3s - loss: 8.2620e-04 - acc: 0.999 - ETA: 3s - loss: 7.5736e-04 - acc: 0.999 - ETA: 3s - loss: 6.8852e-04 - acc: 0.999 - ETA: 3s - loss: 6.4918e-04 - acc: 0.999 - ETA: 3s - loss: 6.1410e-04 - acc: 0.999 - ETA: 3s - loss: 5.8261e-04 - acc: 0.999 - ETA: 3s - loss: 5.5420e-04 - acc: 0.999 - ETA: 3s - loss: 5.2843e-04 - acc: 0.999 - ETA: 3s - loss: 5.0495e-04 - acc: 0.999 - ETA: 3s - loss: 4.8347e-04 - acc: 0.999 - ETA: 3s - loss: 4.6374e-04 - acc: 0.999 - ETA: 3s - loss: 4.4556e-04 - acc: 0.999 - ETA: 3s - loss: 4.2875e-04 - acc: 0.999 - ETA: 3s - loss: 4.1316e-04 - acc: 0.999 - ETA: 3s - loss: 3.9867e-04 - acc: 0.999 - ETA: 3s - loss: 3.8516e-04 - acc: 0.999 - ETA: 3s - loss: 3.7253e-04 - acc: 0.999 - ETA: 2s - loss: 3.6071e-04 - acc: 0.999 - ETA: 2s - loss: 3.4962e-04 - acc: 0.999 - ETA: 2s - loss: 5.8064e-04 - acc: 0.999 - ETA: 2s - loss: 5.6381e-04 - acc: 0.999 - ETA: 2s - loss: 5.4793e-04 - acc: 0.999 - ETA: 2s - loss: 5.3293e-04 - acc: 0.999 - ETA: 2s - loss: 5.1872e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9994 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9989Epoch 00940: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 942/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.4581e-04 - acc: 1.000 - ETA: 4s - loss: 7.2916e-04 - acc: 1.000 - ETA: 4s - loss: 6.4079e-04 - acc: 1.000 - ETA: 4s - loss: 5.7153e-04 - acc: 1.000 - ETA: 4s - loss: 5.1578e-04 - acc: 1.000 - ETA: 4s - loss: 4.6995e-04 - acc: 1.000 - ETA: 3s - loss: 4.3159e-04 - acc: 1.000 - ETA: 3s - loss: 3.9903e-04 - acc: 1.000 - ETA: 3s - loss: 3.7104e-04 - acc: 1.000 - ETA: 3s - loss: 3.4671e-04 - acc: 1.000 - ETA: 3s - loss: 3.2538e-04 - acc: 1.000 - ETA: 3s - loss: 3.0653e-04 - acc: 1.000 - ETA: 3s - loss: 2.8974e-04 - acc: 1.000 - ETA: 3s - loss: 2.7469e-04 - acc: 1.000 - ETA: 3s - loss: 2.6114e-04 - acc: 1.000 - ETA: 3s - loss: 2.4885e-04 - acc: 1.000 - ETA: 3s - loss: 2.3767e-04 - acc: 1.000 - ETA: 3s - loss: 2.2746e-04 - acc: 1.000 - ETA: 3s - loss: 2.1808e-04 - acc: 1.000 - ETA: 3s - loss: 2.0945e-04 - acc: 1.000 - ETA: 3s - loss: 2.0148e-04 - acc: 1.000 - ETA: 3s - loss: 1.9409e-04 - acc: 1.000 - ETA: 3s - loss: 1.8722e-04 - acc: 1.000 - ETA: 3s - loss: 1.8083e-04 - acc: 1.000 - ETA: 3s - loss: 1.7485e-04 - acc: 1.000 - ETA: 2s - loss: 1.6926e-04 - acc: 1.000 - ETA: 2s - loss: 1.6402e-04 - acc: 1.000 - ETA: 2s - loss: 1.5909e-04 - acc: 1.000 - ETA: 2s - loss: 4.9547e-04 - acc: 0.999 - ETA: 2s - loss: 4.7469e-04 - acc: 0.999 - ETA: 2s - loss: 4.6177e-04 - acc: 0.999 - ETA: 2s - loss: 4.4954e-04 - acc: 0.999 - ETA: 2s - loss: 4.3795e-04 - acc: 0.999 - ETA: 2s - loss: 4.2693e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9994 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00941: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5723 - val_acc: 0.8323 Epoch 943/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00942: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 944/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 0.0031 - acc: 1.0000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00943: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 945/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.5314e-04 - acc: 1.000 - ETA: 4s - loss: 8.3763e-04 - acc: 1.000 - ETA: 4s - loss: 7.4709e-04 - acc: 1.000 - ETA: 4s - loss: 6.7421e-04 - acc: 1.000 - ETA: 4s - loss: 6.1429e-04 - acc: 1.000 - ETA: 4s - loss: 5.6416e-04 - acc: 1.000 - ETA: 3s - loss: 5.2159e-04 - acc: 1.000 - ETA: 3s - loss: 4.8499e-04 - acc: 1.000 - ETA: 3s - loss: 4.5320e-04 - acc: 1.000 - ETA: 3s - loss: 4.2532e-04 - acc: 1.000 - ETA: 3s - loss: 4.0067e-04 - acc: 1.000 - ETA: 3s - loss: 3.7872e-04 - acc: 1.000 - ETA: 3s - loss: 3.5905e-04 - acc: 1.000 - ETA: 3s - loss: 3.4133e-04 - acc: 1.000 - ETA: 3s - loss: 3.2527e-04 - acc: 1.000 - ETA: 3s - loss: 3.1066e-04 - acc: 1.000 - ETA: 3s - loss: 2.9730e-04 - acc: 1.000 - ETA: 3s - loss: 2.8505e-04 - acc: 1.000 - ETA: 3s - loss: 2.7376e-04 - acc: 1.000 - ETA: 3s - loss: 2.6334e-04 - acc: 1.000 - ETA: 3s - loss: 2.5368e-04 - acc: 1.000 - ETA: 3s - loss: 2.4470e-04 - acc: 1.000 - ETA: 3s - loss: 2.3634e-04 - acc: 1.000 - ETA: 3s - loss: 2.2853e-04 - acc: 1.000 - ETA: 2s - loss: 2.2122e-04 - acc: 1.000 - ETA: 2s - loss: 2.1437e-04 - acc: 1.000 - ETA: 2s - loss: 2.0792e-04 - acc: 1.000 - ETA: 2s - loss: 2.0186e-04 - acc: 1.000 - ETA: 2s - loss: 1.9613e-04 - acc: 1.000 - ETA: 2s - loss: 1.9073e-04 - acc: 1.000 - ETA: 2s - loss: 1.8561e-04 - acc: 1.000 - ETA: 2s - loss: 1.8076e-04 - acc: 1.000 - ETA: 2s - loss: 1.7616e-04 - acc: 1.000 - ETA: 2s - loss: 0.0054 - acc: 0.9994 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00944: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 946/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00945: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 947/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 0.0122 - acc: 0.9992 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00946: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5810 - val_acc: 0.8323 Epoch 948/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 4.7286e-04 - acc: 1.000 - ETA: 3s - loss: 4.4377e-04 - acc: 1.000 - ETA: 3s - loss: 4.1805e-04 - acc: 1.000 - ETA: 3s - loss: 3.9515e-04 - acc: 1.000 - ETA: 3s - loss: 6.9963e-04 - acc: 1.000 - ETA: 3s - loss: 6.6508e-04 - acc: 1.000 - ETA: 3s - loss: 6.3379e-04 - acc: 1.000 - ETA: 3s - loss: 6.0531e-04 - acc: 1.000 - ETA: 3s - loss: 5.7928e-04 - acc: 1.000 - ETA: 3s - loss: 5.5540e-04 - acc: 1.000 - ETA: 3s - loss: 5.3341e-04 - acc: 1.000 - ETA: 3s - loss: 5.1309e-04 - acc: 1.000 - ETA: 3s - loss: 4.9427e-04 - acc: 1.000 - ETA: 3s - loss: 4.7677e-04 - acc: 1.000 - ETA: 3s - loss: 4.6048e-04 - acc: 1.000 - ETA: 3s - loss: 4.4526e-04 - acc: 1.000 - ETA: 3s - loss: 4.3102e-04 - acc: 1.000 - ETA: 2s - loss: 4.1766e-04 - acc: 1.000 - ETA: 2s - loss: 4.0510e-04 - acc: 1.000 - ETA: 2s - loss: 3.9327e-04 - acc: 1.000 - ETA: 2s - loss: 3.8212e-04 - acc: 1.000 - ETA: 2s - loss: 3.7158e-04 - acc: 1.000 - ETA: 2s - loss: 0.0124 - acc: 0.9990 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00947: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5813 - val_acc: 0.8323 Epoch 949/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9900 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3842e-04 - acc: 0.998 - ETA: 4s - loss: 8.5502e-04 - acc: 0.998 - ETA: 4s - loss: 7.8523e-04 - acc: 0.999 - ETA: 4s - loss: 7.2598e-04 - acc: 0.999 - ETA: 4s - loss: 6.7504e-04 - acc: 0.999 - ETA: 3s - loss: 6.3078e-04 - acc: 0.999 - ETA: 3s - loss: 5.9197e-04 - acc: 0.999 - ETA: 3s - loss: 5.5766e-04 - acc: 0.999 - ETA: 3s - loss: 5.2711e-04 - acc: 0.999 - ETA: 3s - loss: 4.9974e-04 - acc: 0.999 - ETA: 3s - loss: 4.7506e-04 - acc: 0.999 - ETA: 3s - loss: 4.5271e-04 - acc: 0.999 - ETA: 3s - loss: 4.3237e-04 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.9989 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00948: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5736 - val_acc: 0.8323 Epoch 950/2000 6580/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7442e-04 - acc: 0.998 - ETA: 4s - loss: 8.8782e-04 - acc: 0.998 - ETA: 3s - loss: 8.1535e-04 - acc: 0.999 - ETA: 3s - loss: 7.5382e-04 - acc: 0.999 - ETA: 3s - loss: 7.0093e-04 - acc: 0.999 - ETA: 3s - loss: 6.5498e-04 - acc: 0.999 - ETA: 3s - loss: 6.1468e-04 - acc: 0.999 - ETA: 3s - loss: 5.7905e-04 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.9986 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00949: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5739 - val_acc: 0.8323 Epoch 951/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7890e-04 - acc: 1.000 - ETA: 4s - loss: 8.6026e-04 - acc: 1.000 - ETA: 4s - loss: 7.6727e-04 - acc: 1.000 - ETA: 4s - loss: 6.9243e-04 - acc: 1.000 - ETA: 4s - loss: 6.3089e-04 - acc: 1.000 - ETA: 4s - loss: 5.7940e-04 - acc: 1.000 - ETA: 4s - loss: 5.3568e-04 - acc: 1.000 - ETA: 4s - loss: 4.9810e-04 - acc: 1.000 - ETA: 3s - loss: 4.6545e-04 - acc: 1.000 - ETA: 3s - loss: 4.3681e-04 - acc: 1.000 - ETA: 3s - loss: 9.4037e-04 - acc: 0.999 - ETA: 3s - loss: 8.8885e-04 - acc: 0.999 - ETA: 3s - loss: 8.5377e-04 - acc: 0.999 - ETA: 3s - loss: 8.1109e-04 - acc: 0.999 - ETA: 3s - loss: 7.7247e-04 - acc: 0.999 - ETA: 3s - loss: 7.3736e-04 - acc: 0.999 - ETA: 3s - loss: 7.0531e-04 - acc: 0.999 - ETA: 3s - loss: 6.7593e-04 - acc: 0.999 - ETA: 3s - loss: 6.4889e-04 - acc: 0.999 - ETA: 3s - loss: 6.2394e-04 - acc: 0.999 - ETA: 3s - loss: 6.0084e-04 - acc: 0.999 - ETA: 3s - loss: 8.0302e-04 - acc: 0.999 - ETA: 3s - loss: 7.7533e-04 - acc: 0.999 - ETA: 3s - loss: 7.4949e-04 - acc: 0.999 - ETA: 3s - loss: 7.2532e-04 - acc: 0.999 - ETA: 2s - loss: 7.0266e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9992 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00950: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 952/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.2123e-07 - acc: 1.000 - ETA: 3s - loss: 1.2109e-07 - acc: 1.000 - ETA: 3s - loss: 1.2097e-07 - acc: 1.000 - ETA: 3s - loss: 1.2086e-07 - acc: 1.000 - ETA: 3s - loss: 1.2098e-07 - acc: 1.000 - ETA: 3s - loss: 1.2088e-07 - acc: 1.000 - ETA: 3s - loss: 1.2080e-07 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9994 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 00951: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8323 Epoch 953/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00952: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 954/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 3s - loss: 0.0390 - acc: 0.997 - ETA: 3s - loss: 0.0356 - acc: 0.997 - ETA: 3s - loss: 0.0328 - acc: 0.998 - ETA: 3s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00953: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5739 - val_acc: 0.8323 Epoch 955/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9981 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0461 - acc: 0.997 - ETA: 3s - loss: 0.0413 - acc: 0.997 - ETA: 3s - loss: 0.0375 - acc: 0.997 - ETA: 3s - loss: 0.0343 - acc: 0.997 - ETA: 3s - loss: 0.0325 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 00954: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 956/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 8.9960e-04 - acc: 1.000 - ETA: 4s - loss: 7.9058e-04 - acc: 1.000 - ETA: 4s - loss: 7.0512e-04 - acc: 1.000 - ETA: 4s - loss: 6.3634e-04 - acc: 1.000 - ETA: 4s - loss: 5.7979e-04 - acc: 1.000 - ETA: 4s - loss: 5.3247e-04 - acc: 1.000 - ETA: 4s - loss: 4.9229e-04 - acc: 1.000 - ETA: 3s - loss: 4.5775e-04 - acc: 1.000 - ETA: 3s - loss: 4.2775e-04 - acc: 1.000 - ETA: 3s - loss: 4.0143e-04 - acc: 1.000 - ETA: 3s - loss: 3.8373e-04 - acc: 1.000 - ETA: 3s - loss: 3.6241e-04 - acc: 1.000 - ETA: 3s - loss: 0.0109 - acc: 0.9993 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00955: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 957/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9413e-04 - acc: 0.999 - ETA: 2s - loss: 9.7309e-04 - acc: 0.999 - ETA: 2s - loss: 9.5293e-04 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.9995 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00956: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 958/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9971 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4578e-04 - acc: 0.998 - ETA: 4s - loss: 8.6858e-04 - acc: 0.999 - ETA: 3s - loss: 8.0304e-04 - acc: 0.999 - ETA: 3s - loss: 7.4669e-04 - acc: 0.999 - ETA: 3s - loss: 6.9774e-04 - acc: 0.999 - ETA: 3s - loss: 6.5481e-04 - acc: 0.999 - ETA: 3s - loss: 6.1686e-04 - acc: 0.999 - ETA: 3s - loss: 5.8306e-04 - acc: 0.999 - ETA: 3s - loss: 5.5278e-04 - acc: 0.999 - ETA: 3s - loss: 5.2549e-04 - acc: 0.999 - ETA: 3s - loss: 8.3120e-04 - acc: 0.999 - ETA: 3s - loss: 7.9385e-04 - acc: 0.999 - ETA: 3s - loss: 7.5971e-04 - acc: 0.999 - ETA: 3s - loss: 7.2839e-04 - acc: 0.999 - ETA: 3s - loss: 6.9954e-04 - acc: 0.999 - ETA: 3s - loss: 6.7290e-04 - acc: 0.999 - ETA: 3s - loss: 6.4821e-04 - acc: 0.999 - ETA: 3s - loss: 6.2527e-04 - acc: 0.999 - ETA: 3s - loss: 6.0390e-04 - acc: 0.999 - ETA: 3s - loss: 7.9953e-04 - acc: 0.999 - ETA: 3s - loss: 7.7395e-04 - acc: 0.999 - ETA: 2s - loss: 7.4995e-04 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.9992 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00957: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 959/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9975 - ETA: 4s - loss: 0.0033 - acc: 0.995 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00958: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 960/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1149e-04 - acc: 1.000 - ETA: 4s - loss: 8.0427e-04 - acc: 1.000 - ETA: 3s - loss: 7.1963e-04 - acc: 1.000 - ETA: 3s - loss: 6.5110e-04 - acc: 1.000 - ETA: 3s - loss: 5.9449e-04 - acc: 1.000 - ETA: 3s - loss: 5.4694e-04 - acc: 1.000 - ETA: 3s - loss: 5.0644e-04 - acc: 1.000 - ETA: 3s - loss: 4.7152e-04 - acc: 1.000 - ETA: 3s - loss: 4.4111e-04 - acc: 1.000 - ETA: 3s - loss: 4.1438e-04 - acc: 1.000 - ETA: 3s - loss: 3.9071e-04 - acc: 1.000 - ETA: 3s - loss: 3.6960e-04 - acc: 1.000 - ETA: 3s - loss: 3.5065e-04 - acc: 1.000 - ETA: 3s - loss: 3.3356e-04 - acc: 1.000 - ETA: 3s - loss: 3.1805e-04 - acc: 1.000 - ETA: 3s - loss: 3.0392e-04 - acc: 1.000 - ETA: 3s - loss: 2.9099e-04 - acc: 1.000 - ETA: 3s - loss: 2.7912e-04 - acc: 1.000 - ETA: 3s - loss: 2.6818e-04 - acc: 1.000 - ETA: 3s - loss: 2.5806e-04 - acc: 1.000 - ETA: 3s - loss: 5.7576e-04 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.9991 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00959: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 961/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2302e-07 - acc: 1.000 - ETA: 4s - loss: 1.2250e-07 - acc: 1.000 - ETA: 4s - loss: 1.2210e-07 - acc: 1.000 - ETA: 4s - loss: 1.2179e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9988 - ETA: 4s - loss: 9.9134e-04 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00960: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 962/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9975 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4518e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9987 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00961: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 963/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00962: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 964/2000 6640/6680 [============================>.] - ETA: 2s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1701 - acc: 0.980 - ETA: 4s - loss: 0.0945 - acc: 0.988 - ETA: 4s - loss: 0.0654 - acc: 0.992 - ETA: 4s - loss: 0.0500 - acc: 0.994 - ETA: 4s - loss: 0.0423 - acc: 0.992 - ETA: 4s - loss: 0.0355 - acc: 0.994 - ETA: 4s - loss: 0.0306 - acc: 0.994 - ETA: 4s - loss: 0.0269 - acc: 0.995 - ETA: 4s - loss: 0.0240 - acc: 0.995 - ETA: 4s - loss: 0.0217 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.9986Epoch 00963: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 965/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.4121e-07 - acc: 1.000 - ETA: 4s - loss: 1.3769e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.0584e-04 - acc: 1.000 - ETA: 4s - loss: 8.0793e-04 - acc: 1.000 - ETA: 4s - loss: 7.2912e-04 - acc: 1.000 - ETA: 4s - loss: 6.6432e-04 - acc: 1.000 - ETA: 3s - loss: 0.0171 - acc: 0.9990 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9988Epoch 00964: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 966/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 8.9981e-04 - acc: 1.000 - ETA: 4s - loss: 7.9075e-04 - acc: 1.000 - ETA: 4s - loss: 7.0528e-04 - acc: 1.000 - ETA: 4s - loss: 6.3648e-04 - acc: 1.000 - ETA: 3s - loss: 0.0185 - acc: 0.9989 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00965: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 967/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2090e-07 - acc: 1.000 - ETA: 3s - loss: 1.2078e-07 - acc: 1.000 - ETA: 3s - loss: 1.2077e-07 - acc: 1.000 - ETA: 3s - loss: 1.2068e-07 - acc: 1.000 - ETA: 3s - loss: 1.2059e-07 - acc: 1.000 - ETA: 3s - loss: 1.2052e-07 - acc: 1.000 - ETA: 3s - loss: 1.2045e-07 - acc: 1.000 - ETA: 3s - loss: 3.0355e-04 - acc: 1.000 - ETA: 3s - loss: 2.8927e-04 - acc: 1.000 - ETA: 3s - loss: 2.7627e-04 - acc: 1.000 - ETA: 3s - loss: 2.6440e-04 - acc: 1.000 - ETA: 3s - loss: 2.5350e-04 - acc: 1.000 - ETA: 3s - loss: 5.7759e-04 - acc: 1.000 - ETA: 3s - loss: 7.8795e-04 - acc: 1.000 - ETA: 3s - loss: 7.5904e-04 - acc: 1.000 - ETA: 3s - loss: 7.3217e-04 - acc: 1.000 - ETA: 3s - loss: 7.0714e-04 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9992 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00966: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 968/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2848e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.7579e-04 - acc: 1.000 - ETA: 3s - loss: 9.1181e-04 - acc: 1.000 - ETA: 3s - loss: 8.5571e-04 - acc: 1.000 - ETA: 3s - loss: 8.0611e-04 - acc: 1.000 - ETA: 3s - loss: 7.6195e-04 - acc: 1.000 - ETA: 3s - loss: 7.2237e-04 - acc: 1.000 - ETA: 3s - loss: 6.8670e-04 - acc: 1.000 - ETA: 3s - loss: 6.5439e-04 - acc: 1.000 - ETA: 3s - loss: 6.2499e-04 - acc: 1.000 - ETA: 3s - loss: 5.9811e-04 - acc: 1.000 - ETA: 3s - loss: 5.7345e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00967: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 969/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 6.2788e-04 - acc: 1.000 - ETA: 4s - loss: 5.7208e-04 - acc: 1.000 - ETA: 4s - loss: 5.2539e-04 - acc: 1.000 - ETA: 4s - loss: 4.8575e-04 - acc: 1.000 - ETA: 3s - loss: 4.5167e-04 - acc: 1.000 - ETA: 3s - loss: 4.2206e-04 - acc: 1.000 - ETA: 3s - loss: 3.9609e-04 - acc: 1.000 - ETA: 3s - loss: 3.7314e-04 - acc: 1.000 - ETA: 3s - loss: 3.5270e-04 - acc: 1.000 - ETA: 3s - loss: 3.3438e-04 - acc: 1.000 - ETA: 3s - loss: 3.1788e-04 - acc: 1.000 - ETA: 3s - loss: 3.0292e-04 - acc: 1.000 - ETA: 3s - loss: 2.8931e-04 - acc: 1.000 - ETA: 3s - loss: 2.7688e-04 - acc: 1.000 - ETA: 3s - loss: 2.6546e-04 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00968: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 970/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1925e-07 - acc: 1.000 - ETA: 3s - loss: 0.0110 - acc: 0.9993 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00969: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 971/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1254e-04 - acc: 1.000 - ETA: 4s - loss: 8.1896e-04 - acc: 1.000 - ETA: 3s - loss: 7.4279e-04 - acc: 1.000 - ETA: 3s - loss: 6.7958e-04 - acc: 1.000 - ETA: 3s - loss: 6.2629e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9991 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00970: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 972/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00971: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 973/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3365e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3393e-04 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.9978 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00972: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 974/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3047e-07 - acc: 1.000 - ETA: 4s - loss: 1.2842e-07 - acc: 1.000 - ETA: 4s - loss: 1.2700e-07 - acc: 1.000 - ETA: 4s - loss: 1.2596e-07 - acc: 1.000 - ETA: 4s - loss: 1.2535e-07 - acc: 1.000 - ETA: 4s - loss: 1.2470e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 8.8968e-04 - acc: 0.998 - ETA: 3s - loss: 8.1851e-04 - acc: 0.999 - ETA: 3s - loss: 7.5789e-04 - acc: 0.999 - ETA: 3s - loss: 7.0563e-04 - acc: 0.999 - ETA: 3s - loss: 6.6011e-04 - acc: 0.999 - ETA: 3s - loss: 6.2011e-04 - acc: 0.999 - ETA: 3s - loss: 5.8468e-04 - acc: 0.999 - ETA: 3s - loss: 5.5309e-04 - acc: 0.999 - ETA: 3s - loss: 5.2473e-04 - acc: 0.999 - ETA: 3s - loss: 9.5523e-04 - acc: 0.998 - ETA: 3s - loss: 9.1081e-04 - acc: 0.998 - ETA: 3s - loss: 8.7033e-04 - acc: 0.998 - ETA: 3s - loss: 8.3330e-04 - acc: 0.998 - ETA: 3s - loss: 7.9930e-04 - acc: 0.999 - ETA: 3s - loss: 7.6796e-04 - acc: 0.999 - ETA: 3s - loss: 7.3898e-04 - acc: 0.999 - ETA: 3s - loss: 7.1211e-04 - acc: 0.999 - ETA: 3s - loss: 6.8713e-04 - acc: 0.999 - ETA: 3s - loss: 6.6384e-04 - acc: 0.999 - ETA: 3s - loss: 6.4208e-04 - acc: 0.999 - ETA: 2s - loss: 6.2170e-04 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.9985 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00973: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8323 Epoch 975/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 00974: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5743 - val_acc: 0.8323 Epoch 976/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9900 - ETA: 4s - loss: 0.0052 - acc: 0.994 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 00975: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 977/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.2095e-07 - acc: 1.000 - ETA: 4s - loss: 1.2093e-07 - acc: 1.000 - ETA: 4s - loss: 1.2079e-07 - acc: 1.000 - ETA: 4s - loss: 1.2067e-07 - acc: 1.000 - ETA: 3s - loss: 1.2057e-07 - acc: 1.000 - ETA: 3s - loss: 1.2048e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 3s - loss: 1.2033e-07 - acc: 1.000 - ETA: 3s - loss: 1.2027e-07 - acc: 1.000 - ETA: 3s - loss: 1.2022e-07 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00976: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 978/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9971 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0342 - acc: 0.996 - ETA: 3s - loss: 0.0325 - acc: 0.996 - ETA: 3s - loss: 0.0303 - acc: 0.996 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.996 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9986Epoch 00977: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5733 - val_acc: 0.8323 Epoch 979/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9976 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00978: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 980/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.1656e-04 - acc: 1.000 - ETA: 4s - loss: 3.8035e-04 - acc: 1.000 - ETA: 4s - loss: 3.4993e-04 - acc: 1.000 - ETA: 4s - loss: 3.2402e-04 - acc: 1.000 - ETA: 3s - loss: 3.0168e-04 - acc: 1.000 - ETA: 3s - loss: 2.8222e-04 - acc: 1.000 - ETA: 3s - loss: 2.6513e-04 - acc: 1.000 - ETA: 3s - loss: 2.4998e-04 - acc: 1.000 - ETA: 3s - loss: 2.3648e-04 - acc: 1.000 - ETA: 3s - loss: 2.2436e-04 - acc: 1.000 - ETA: 3s - loss: 2.1342e-04 - acc: 1.000 - ETA: 3s - loss: 2.0350e-04 - acc: 1.000 - ETA: 3s - loss: 1.9446e-04 - acc: 1.000 - ETA: 3s - loss: 1.8619e-04 - acc: 1.000 - ETA: 3s - loss: 1.7859e-04 - acc: 1.000 - ETA: 3s - loss: 5.9437e-04 - acc: 0.999 - ETA: 3s - loss: 5.7194e-04 - acc: 0.999 - ETA: 3s - loss: 5.5115e-04 - acc: 0.999 - ETA: 3s - loss: 5.3181e-04 - acc: 0.999 - ETA: 3s - loss: 5.1379e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9992 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00979: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5742 - val_acc: 0.8323 Epoch 981/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00980: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 982/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.2435e-07 - acc: 1.000 - ETA: 4s - loss: 1.3420e-07 - acc: 1.000 - ETA: 4s - loss: 1.3258e-07 - acc: 1.000 - ETA: 4s - loss: 1.3128e-07 - acc: 1.000 - ETA: 4s - loss: 1.3020e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 00981: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 983/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00982: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5747 - val_acc: 0.8323 Epoch 984/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9990 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00983: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 985/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.3319e-04 - acc: 1.000 - ETA: 4s - loss: 7.8964e-04 - acc: 1.000 - ETA: 4s - loss: 6.8437e-04 - acc: 1.000 - ETA: 3s - loss: 6.0387e-04 - acc: 1.000 - ETA: 3s - loss: 5.4032e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.0000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.2110e-04 - acc: 1.000 - ETA: 3s - loss: 8.5288e-04 - acc: 1.000 - ETA: 3s - loss: 7.9407e-04 - acc: 1.000 - ETA: 3s - loss: 7.4284e-04 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9992 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00984: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8323 Epoch 986/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.2055e-07 - acc: 1.000 - ETA: 4s - loss: 1.2038e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2015e-07 - acc: 1.000 - ETA: 4s - loss: 1.2007e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00985: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 987/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.0668e-04 - acc: 1.000 - ETA: 4s - loss: 7.8164e-04 - acc: 1.000 - ETA: 4s - loss: 6.8691e-04 - acc: 1.000 - ETA: 4s - loss: 6.1266e-04 - acc: 1.000 - ETA: 4s - loss: 5.5290e-04 - acc: 1.000 - ETA: 4s - loss: 5.0376e-04 - acc: 1.000 - ETA: 4s - loss: 4.6265e-04 - acc: 1.000 - ETA: 3s - loss: 4.2774e-04 - acc: 1.000 - ETA: 3s - loss: 3.9773e-04 - acc: 1.000 - ETA: 3s - loss: 3.7166e-04 - acc: 1.000 - ETA: 3s - loss: 3.4880e-04 - acc: 1.000 - ETA: 3s - loss: 3.2858e-04 - acc: 1.000 - ETA: 3s - loss: 3.1059e-04 - acc: 1.000 - ETA: 3s - loss: 2.9446e-04 - acc: 1.000 - ETA: 3s - loss: 9.1568e-04 - acc: 0.999 - ETA: 3s - loss: 8.7260e-04 - acc: 0.999 - ETA: 3s - loss: 8.3338e-04 - acc: 0.999 - ETA: 3s - loss: 7.9754e-04 - acc: 0.999 - ETA: 3s - loss: 7.6466e-04 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.9990 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00986: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 988/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0103 - acc: 0.9900 - ETA: 4s - loss: 0.0057 - acc: 0.994 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.7471e-04 - acc: 0.999 - ETA: 4s - loss: 9.0631e-04 - acc: 0.999 - ETA: 4s - loss: 8.4689e-04 - acc: 0.999 - ETA: 3s - loss: 7.9478e-04 - acc: 0.999 - ETA: 3s - loss: 7.4872e-04 - acc: 0.999 - ETA: 3s - loss: 7.0770e-04 - acc: 0.999 - ETA: 3s - loss: 6.7094e-04 - acc: 0.999 - ETA: 3s - loss: 6.3781e-04 - acc: 0.999 - ETA: 3s - loss: 6.0780e-04 - acc: 0.999 - ETA: 3s - loss: 5.8049e-04 - acc: 0.999 - ETA: 3s - loss: 5.5553e-04 - acc: 0.999 - ETA: 3s - loss: 5.3263e-04 - acc: 0.999 - ETA: 3s - loss: 7.3615e-04 - acc: 0.999 - ETA: 3s - loss: 7.0811e-04 - acc: 0.999 - ETA: 3s - loss: 6.8213e-04 - acc: 0.999 - ETA: 3s - loss: 8.8362e-04 - acc: 0.999 - ETA: 3s - loss: 8.5342e-04 - acc: 0.999 - ETA: 3s - loss: 8.2521e-04 - acc: 0.999 - ETA: 3s - loss: 7.9881e-04 - acc: 0.999 - ETA: 3s - loss: 7.7404e-04 - acc: 0.999 - ETA: 2s - loss: 7.5076e-04 - acc: 0.999 - ETA: 2s - loss: 7.2885e-04 - acc: 0.999 - ETA: 2s - loss: 7.0817e-04 - acc: 0.999 - ETA: 2s - loss: 6.8864e-04 - acc: 0.999 - ETA: 2s - loss: 6.7016e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9993 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00987: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5738 - val_acc: 0.8323 Epoch 989/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.0773e-04 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9983 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 00988: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 990/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.2733e-04 - acc: 1.000 - ETA: 4s - loss: 7.9944e-04 - acc: 1.000 - ETA: 4s - loss: 7.0255e-04 - acc: 1.000 - ETA: 4s - loss: 6.2661e-04 - acc: 1.000 - ETA: 4s - loss: 5.6549e-04 - acc: 1.000 - ETA: 4s - loss: 5.1523e-04 - acc: 1.000 - ETA: 4s - loss: 4.7318e-04 - acc: 1.000 - ETA: 4s - loss: 4.3748e-04 - acc: 1.000 - ETA: 3s - loss: 0.0145 - acc: 0.9991 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 00989: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5739 - val_acc: 0.8323 Epoch 991/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9989Epoch 00990: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 992/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2246e-07 - acc: 1.000 - ETA: 4s - loss: 1.2196e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2131e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9987 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 00991: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 993/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9981 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.9989Epoch 00992: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 994/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.4986e-04 - acc: 1.000 - ETA: 4s - loss: 7.6696e-04 - acc: 1.000 - ETA: 4s - loss: 6.9880e-04 - acc: 1.000 - ETA: 3s - loss: 6.4176e-04 - acc: 1.000 - ETA: 3s - loss: 5.9334e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9991 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9512e-04 - acc: 0.999 - ETA: 3s - loss: 9.4829e-04 - acc: 0.999 - ETA: 3s - loss: 9.0568e-04 - acc: 0.999 - ETA: 3s - loss: 8.6673e-04 - acc: 0.999 - ETA: 3s - loss: 8.3099e-04 - acc: 0.999 - ETA: 3s - loss: 7.9809e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7199e-04 - acc: 0.999 - ETA: 2s - loss: 9.4185e-04 - acc: 0.999 - ETA: 2s - loss: 9.1353e-04 - acc: 0.999 - ETA: 2s - loss: 8.8686e-04 - acc: 0.999 - ETA: 2s - loss: 8.6170e-04 - acc: 0.999 - ETA: 2s - loss: 8.3794e-04 - acc: 0.999 - ETA: 2s - loss: 8.1544e-04 - acc: 0.999 - ETA: 2s - loss: 9.5379e-04 - acc: 0.999 - ETA: 2s - loss: 9.2949e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9991 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 00993: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 995/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9980 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 00994: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5752 - val_acc: 0.8323 Epoch 996/2000 6600/6680 [============================>.] - ETA: 5s - loss: 0.0234 - acc: 1.000 - ETA: 5s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.6501e-04 - acc: 1.000 - ETA: 4s - loss: 7.2987e-04 - acc: 1.000 - ETA: 4s - loss: 6.4879e-04 - acc: 1.000 - ETA: 4s - loss: 5.8392e-04 - acc: 1.000 - ETA: 4s - loss: 5.0777e-04 - acc: 1.000 - ETA: 4s - loss: 4.6716e-04 - acc: 1.000 - ETA: 3s - loss: 4.3256e-04 - acc: 1.000 - ETA: 3s - loss: 4.0274e-04 - acc: 1.000 - ETA: 3s - loss: 3.7676e-04 - acc: 1.000 - ETA: 3s - loss: 8.9175e-04 - acc: 0.999 - ETA: 3s - loss: 8.4080e-04 - acc: 0.999 - ETA: 3s - loss: 7.9536e-04 - acc: 0.999 - ETA: 3s - loss: 7.5457e-04 - acc: 0.999 - ETA: 3s - loss: 7.1777e-04 - acc: 0.999 - ETA: 3s - loss: 6.8439e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 00995: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 997/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1940e-07 - acc: 1.000 - ETA: 3s - loss: 8.4818e-04 - acc: 0.999 - ETA: 3s - loss: 7.9902e-04 - acc: 0.999 - ETA: 3s - loss: 7.5524e-04 - acc: 0.999 - ETA: 3s - loss: 7.1602e-04 - acc: 0.999 - ETA: 3s - loss: 6.8066e-04 - acc: 0.999 - ETA: 3s - loss: 6.4864e-04 - acc: 0.999 - ETA: 3s - loss: 6.1949e-04 - acc: 0.999 - ETA: 3s - loss: 5.9285e-04 - acc: 0.999 - ETA: 3s - loss: 5.6841e-04 - acc: 0.999 - ETA: 3s - loss: 5.4590e-04 - acc: 0.999 - ETA: 3s - loss: 5.2511e-04 - acc: 0.999 - ETA: 3s - loss: 5.0584e-04 - acc: 0.999 - ETA: 3s - loss: 4.8794e-04 - acc: 0.999 - ETA: 3s - loss: 4.7127e-04 - acc: 0.999 - ETA: 3s - loss: 4.5569e-04 - acc: 0.999 - ETA: 2s - loss: 7.1166e-04 - acc: 0.999 - ETA: 2s - loss: 6.8960e-04 - acc: 0.999 - ETA: 2s - loss: 6.6886e-04 - acc: 0.999 - ETA: 2s - loss: 6.4934e-04 - acc: 0.999 - ETA: 2s - loss: 8.7924e-04 - acc: 0.999 - ETA: 2s - loss: 8.5499e-04 - acc: 0.999 - ETA: 2s - loss: 8.3204e-04 - acc: 0.999 - ETA: 2s - loss: 8.1029e-04 - acc: 0.999 - ETA: 2s - loss: 7.8965e-04 - acc: 0.999 - ETA: 2s - loss: 7.7003e-04 - acc: 0.999 - ETA: 2s - loss: 7.5137e-04 - acc: 0.999 - ETA: 2s - loss: 7.3359e-04 - acc: 0.999 - ETA: 2s - loss: 7.1663e-04 - acc: 0.999 - ETA: 2s - loss: 7.0044e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9992 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00996: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 998/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6051e-04 - acc: 0.998 - ETA: 4s - loss: 8.6681e-04 - acc: 0.998 - ETA: 4s - loss: 7.8977e-04 - acc: 0.998 - ETA: 4s - loss: 7.2531e-04 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.9981 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8598e-04 - acc: 0.998 - ETA: 3s - loss: 9.3958e-04 - acc: 0.998 - ETA: 3s - loss: 8.9736e-04 - acc: 0.998 - ETA: 3s - loss: 8.5877e-04 - acc: 0.998 - ETA: 3s - loss: 8.2336e-04 - acc: 0.999 - ETA: 3s - loss: 7.9076e-04 - acc: 0.999 - ETA: 3s - loss: 7.6064e-04 - acc: 0.999 - ETA: 3s - loss: 7.3273e-04 - acc: 0.999 - ETA: 3s - loss: 7.0679e-04 - acc: 0.999 - ETA: 3s - loss: 6.8263e-04 - acc: 0.999 - ETA: 3s - loss: 6.6007e-04 - acc: 0.999 - ETA: 3s - loss: 6.3895e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9988 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00997: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 999/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 1.1952e-07 - acc: 1.000 - ETA: 3s - loss: 1.1950e-07 - acc: 1.000 - ETA: 3s - loss: 1.1949e-07 - acc: 1.000 - ETA: 3s - loss: 1.1948e-07 - acc: 1.000 - ETA: 3s - loss: 1.1947e-07 - acc: 1.000 - ETA: 3s - loss: 1.1946e-07 - acc: 1.000 - ETA: 3s - loss: 3.5194e-04 - acc: 0.999 - ETA: 3s - loss: 3.3854e-04 - acc: 0.999 - ETA: 3s - loss: 3.2612e-04 - acc: 0.999 - ETA: 3s - loss: 3.1458e-04 - acc: 0.999 - ETA: 3s - loss: 5.0158e-04 - acc: 0.999 - ETA: 3s - loss: 4.8501e-04 - acc: 0.999 - ETA: 3s - loss: 7.5273e-04 - acc: 0.999 - ETA: 2s - loss: 7.2940e-04 - acc: 0.999 - ETA: 2s - loss: 7.0746e-04 - acc: 0.999 - ETA: 2s - loss: 6.8681e-04 - acc: 0.999 - ETA: 2s - loss: 6.6733e-04 - acc: 0.999 - ETA: 2s - loss: 6.4893e-04 - acc: 0.999 - ETA: 2s - loss: 6.3151e-04 - acc: 0.999 - ETA: 2s - loss: 6.1500e-04 - acc: 0.999 - ETA: 2s - loss: 5.9934e-04 - acc: 0.999 - ETA: 2s - loss: 5.8445e-04 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.9991 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 00998: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1000/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9978 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 00999: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5748 - val_acc: 0.8323 Epoch 1001/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 1.1928e-07 - acc: 1.000 - ETA: 3s - loss: 1.1928e-07 - acc: 1.000 - ETA: 3s - loss: 1.1928e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 3.1442e-04 - acc: 0.999 - ETA: 3s - loss: 3.0367e-04 - acc: 0.999 - ETA: 3s - loss: 5.9040e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9988 - ETA: 2s - loss: 9.8222e-04 - acc: 0.998 - ETA: 2s - loss: 9.5268e-04 - acc: 0.998 - ETA: 2s - loss: 9.2487e-04 - acc: 0.998 - ETA: 2s - loss: 8.9863e-04 - acc: 0.998 - ETA: 2s - loss: 8.7385e-04 - acc: 0.999 - ETA: 2s - loss: 8.5039e-04 - acc: 0.999 - ETA: 2s - loss: 8.2816e-04 - acc: 0.999 - ETA: 2s - loss: 8.0707e-04 - acc: 0.999 - ETA: 2s - loss: 7.8702e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9988 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01000: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1002/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 6.9591e-04 - acc: 0.999 - ETA: 3s - loss: 6.4530e-04 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.9983 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01001: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1003/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4164e-04 - acc: 0.999 - ETA: 3s - loss: 8.9818e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9993 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8809e-04 - acc: 0.999 - ETA: 3s - loss: 9.4368e-04 - acc: 0.999 - ETA: 3s - loss: 9.0310e-04 - acc: 0.999 - ETA: 3s - loss: 8.6586e-04 - acc: 0.999 - ETA: 3s - loss: 8.3158e-04 - acc: 0.999 - ETA: 3s - loss: 7.9990e-04 - acc: 0.999 - ETA: 3s - loss: 7.7055e-04 - acc: 0.999 - ETA: 3s - loss: 7.4328e-04 - acc: 0.999 - ETA: 3s - loss: 7.1787e-04 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.9992 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01002: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1004/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01003: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1005/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0319 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0277 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01004: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1006/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9900 - ETA: 4s - loss: 0.0056 - acc: 0.994 - ETA: 4s - loss: 0.0039 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4652e-04 - acc: 0.999 - ETA: 3s - loss: 8.8010e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9992 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01005: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1007/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01006: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1008/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.5207e-04 - acc: 1.000 - ETA: 4s - loss: 7.9976e-04 - acc: 1.000 - ETA: 4s - loss: 6.8946e-04 - acc: 1.000 - ETA: 4s - loss: 6.0591e-04 - acc: 1.000 - ETA: 4s - loss: 5.4042e-04 - acc: 1.000 - ETA: 4s - loss: 4.8770e-04 - acc: 1.000 - ETA: 4s - loss: 4.4436e-04 - acc: 1.000 - ETA: 3s - loss: 4.0810e-04 - acc: 1.000 - ETA: 3s - loss: 3.7731e-04 - acc: 1.000 - ETA: 3s - loss: 3.5084e-04 - acc: 1.000 - ETA: 3s - loss: 3.2784e-04 - acc: 1.000 - ETA: 3s - loss: 3.0767e-04 - acc: 1.000 - ETA: 3s - loss: 2.8984e-04 - acc: 1.000 - ETA: 3s - loss: 2.7397e-04 - acc: 1.000 - ETA: 3s - loss: 2.5974e-04 - acc: 1.000 - ETA: 3s - loss: 2.4692e-04 - acc: 1.000 - ETA: 3s - loss: 2.3531e-04 - acc: 1.000 - ETA: 3s - loss: 2.2474e-04 - acc: 1.000 - ETA: 3s - loss: 2.1508e-04 - acc: 1.000 - ETA: 3s - loss: 0.0085 - acc: 0.9995 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01007: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1009/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6326e-04 - acc: 1.000 - ETA: 3s - loss: 9.0743e-04 - acc: 1.000 - ETA: 3s - loss: 0.0119 - acc: 0.9993 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01008: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1010/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.2000e-07 - acc: 1.000 - ETA: 4s - loss: 1.1994e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01009: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5742 - val_acc: 0.8323 Epoch 1011/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.0778e-04 - acc: 0.999 - ETA: 4s - loss: 8.4294e-04 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.9983 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01010: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1012/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9962 - ETA: 4s - loss: 0.0068 - acc: 0.994 - ETA: 4s - loss: 0.0055 - acc: 0.995 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0091 - acc: 0.994 - ETA: 4s - loss: 0.0080 - acc: 0.995 - ETA: 4s - loss: 0.0071 - acc: 0.995 - ETA: 4s - loss: 0.0064 - acc: 0.996 - ETA: 4s - loss: 0.0075 - acc: 0.995 - ETA: 3s - loss: 0.0069 - acc: 0.995 - ETA: 3s - loss: 0.0064 - acc: 0.996 - ETA: 3s - loss: 0.0059 - acc: 0.996 - ETA: 3s - loss: 0.0055 - acc: 0.996 - ETA: 3s - loss: 0.0052 - acc: 0.996 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9985Epoch 01011: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0088 - acc: 0.9985 - val_loss: 1.5729 - val_acc: 0.8335 Epoch 1013/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2169e-07 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9993 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6492e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9990 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.9028e-04 - acc: 0.999 - ETA: 1s - loss: 9.7159e-04 - acc: 0.999 - ETA: 1s - loss: 9.5360e-04 - acc: 0.999 - ETA: 1s - loss: 9.3627e-04 - acc: 0.999 - ETA: 1s - loss: 9.1955e-04 - acc: 0.999 - ETA: 1s - loss: 9.0342e-04 - acc: 0.999 - ETA: 1s - loss: 8.8785e-04 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.9989 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01012: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5748 - val_acc: 0.8335 Epoch 1014/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01013: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5748 - val_acc: 0.8335 Epoch 1015/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01014: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8335 Epoch 1016/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01015: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1017/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0227 - acc: 0.9986 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 01016: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1018/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0485 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01017: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1019/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.2065e-07 - acc: 1.000 - ETA: 4s - loss: 1.2047e-07 - acc: 1.000 - ETA: 4s - loss: 1.2031e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2008e-07 - acc: 1.000 - ETA: 3s - loss: 1.2001e-07 - acc: 1.000 - ETA: 3s - loss: 1.1995e-07 - acc: 1.000 - ETA: 3s - loss: 1.1990e-07 - acc: 1.000 - ETA: 3s - loss: 1.1986e-07 - acc: 1.000 - ETA: 3s - loss: 1.1982e-07 - acc: 1.000 - ETA: 3s - loss: 4.1625e-04 - acc: 1.000 - ETA: 3s - loss: 3.9434e-04 - acc: 1.000 - ETA: 3s - loss: 4.8598e-04 - acc: 1.000 - ETA: 3s - loss: 4.6284e-04 - acc: 1.000 - ETA: 3s - loss: 7.6695e-04 - acc: 1.000 - ETA: 3s - loss: 7.3361e-04 - acc: 1.000 - ETA: 3s - loss: 7.0305e-04 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9995 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01018: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8335 Epoch 1020/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2064e-07 - acc: 1.000 - ETA: 4s - loss: 1.2044e-07 - acc: 1.000 - ETA: 4s - loss: 1.2029e-07 - acc: 1.000 - ETA: 4s - loss: 1.2018e-07 - acc: 1.000 - ETA: 4s - loss: 1.2037e-07 - acc: 1.000 - ETA: 4s - loss: 1.2027e-07 - acc: 1.000 - ETA: 4s - loss: 1.2018e-07 - acc: 1.000 - ETA: 4s - loss: 1.2011e-07 - acc: 1.000 - ETA: 3s - loss: 2.9898e-04 - acc: 1.000 - ETA: 3s - loss: 2.7939e-04 - acc: 1.000 - ETA: 3s - loss: 2.6220e-04 - acc: 1.000 - ETA: 3s - loss: 2.4701e-04 - acc: 1.000 - ETA: 3s - loss: 2.3348e-04 - acc: 1.000 - ETA: 3s - loss: 2.2136e-04 - acc: 1.000 - ETA: 3s - loss: 2.1043e-04 - acc: 1.000 - ETA: 3s - loss: 2.0053e-04 - acc: 1.000 - ETA: 3s - loss: 1.9153e-04 - acc: 1.000 - ETA: 3s - loss: 1.8329e-04 - acc: 1.000 - ETA: 3s - loss: 4.8345e-04 - acc: 1.000 - ETA: 3s - loss: 4.6431e-04 - acc: 1.000 - ETA: 3s - loss: 4.4663e-04 - acc: 1.000 - ETA: 3s - loss: 4.3024e-04 - acc: 1.000 - ETA: 3s - loss: 4.1502e-04 - acc: 1.000 - ETA: 3s - loss: 4.0083e-04 - acc: 1.000 - ETA: 3s - loss: 3.8758e-04 - acc: 1.000 - ETA: 3s - loss: 3.7519e-04 - acc: 1.000 - ETA: 2s - loss: 6.0360e-04 - acc: 1.000 - ETA: 2s - loss: 5.8545e-04 - acc: 1.000 - ETA: 2s - loss: 5.6836e-04 - acc: 1.000 - ETA: 2s - loss: 5.5224e-04 - acc: 1.000 - ETA: 2s - loss: 5.3701e-04 - acc: 1.000 - ETA: 2s - loss: 5.2260e-04 - acc: 1.000 - ETA: 2s - loss: 5.0894e-04 - acc: 1.000 - ETA: 2s - loss: 4.9597e-04 - acc: 1.000 - ETA: 2s - loss: 4.8366e-04 - acc: 1.000 - ETA: 2s - loss: 4.7193e-04 - acc: 1.000 - ETA: 2s - loss: 4.6077e-04 - acc: 1.000 - ETA: 2s - loss: 0.0011 - acc: 0.9997 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9823e-04 - acc: 0.999 - ETA: 1s - loss: 9.7797e-04 - acc: 0.999 - ETA: 1s - loss: 9.5851e-04 - acc: 0.999 - ETA: 1s - loss: 9.3981e-04 - acc: 0.999 - ETA: 1s - loss: 9.2182e-04 - acc: 0.999 - ETA: 1s - loss: 9.0451e-04 - acc: 0.999 - ETA: 1s - loss: 8.8784e-04 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.9993 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 01019: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5771 - val_acc: 0.8335 Epoch 1021/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9976 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01020: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1022/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9962 - ETA: 4s - loss: 0.0063 - acc: 0.994 - ETA: 4s - loss: 0.0051 - acc: 0.995 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01021: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1023/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.3851e-04 - acc: 0.998 - ETA: 4s - loss: 8.4696e-04 - acc: 0.998 - ETA: 4s - loss: 7.7169e-04 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.9980 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01022: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1024/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2004e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1984e-07 - acc: 1.000 - ETA: 4s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9988 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.3723e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4479e-04 - acc: 0.999 - ETA: 3s - loss: 8.9302e-04 - acc: 0.999 - ETA: 3s - loss: 8.4664e-04 - acc: 0.999 - ETA: 3s - loss: 8.0484e-04 - acc: 0.999 - ETA: 3s - loss: 7.6697e-04 - acc: 0.999 - ETA: 3s - loss: 7.3250e-04 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.9989 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01023: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8323 Epoch 1025/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 7.5853e-04 - acc: 0.999 - ETA: 3s - loss: 7.0880e-04 - acc: 0.999 - ETA: 3s - loss: 6.6519e-04 - acc: 0.999 - ETA: 3s - loss: 6.2663e-04 - acc: 0.999 - ETA: 3s - loss: 5.9230e-04 - acc: 0.999 - ETA: 3s - loss: 5.6154e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9988 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8436e-04 - acc: 0.999 - ETA: 3s - loss: 9.4538e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9990 - ETA: 3s - loss: 9.9608e-04 - acc: 0.999 - ETA: 3s - loss: 9.6051e-04 - acc: 0.999 - ETA: 3s - loss: 9.2740e-04 - acc: 0.999 - ETA: 3s - loss: 8.9649e-04 - acc: 0.999 - ETA: 3s - loss: 8.6757e-04 - acc: 0.999 - ETA: 3s - loss: 8.4046e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9989 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01024: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1026/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9981 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01025: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1027/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.1005e-04 - acc: 1.000 - ETA: 4s - loss: 5.7483e-04 - acc: 1.000 - ETA: 4s - loss: 4.8287e-04 - acc: 1.000 - ETA: 4s - loss: 4.1629e-04 - acc: 1.000 - ETA: 4s - loss: 3.6584e-04 - acc: 1.000 - ETA: 4s - loss: 3.2631e-04 - acc: 1.000 - ETA: 4s - loss: 2.9448e-04 - acc: 1.000 - ETA: 4s - loss: 2.6832e-04 - acc: 1.000 - ETA: 4s - loss: 2.4642e-04 - acc: 1.000 - ETA: 4s - loss: 2.2362e-04 - acc: 1.000 - ETA: 4s - loss: 2.0820e-04 - acc: 1.000 - ETA: 3s - loss: 1.9478e-04 - acc: 1.000 - ETA: 3s - loss: 1.8579e-04 - acc: 1.000 - ETA: 3s - loss: 1.7503e-04 - acc: 1.000 - ETA: 3s - loss: 1.6545e-04 - acc: 1.000 - ETA: 3s - loss: 1.5686e-04 - acc: 1.000 - ETA: 3s - loss: 1.4912e-04 - acc: 1.000 - ETA: 3s - loss: 1.4211e-04 - acc: 1.000 - ETA: 3s - loss: 1.3573e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9995 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01026: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1028/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01027: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1029/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 8.3723e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9985 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01028: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8323 Epoch 1030/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 1.2700e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2403e-07 - acc: 1.000 - ETA: 4s - loss: 1.2326e-07 - acc: 1.000 - ETA: 4s - loss: 6.9262e-04 - acc: 1.000 - ETA: 4s - loss: 6.0868e-04 - acc: 1.000 - ETA: 4s - loss: 5.4289e-04 - acc: 1.000 - ETA: 4s - loss: 5.1506e-04 - acc: 1.000 - ETA: 4s - loss: 4.4640e-04 - acc: 1.000 - ETA: 4s - loss: 4.0997e-04 - acc: 1.000 - ETA: 4s - loss: 3.7904e-04 - acc: 1.000 - ETA: 4s - loss: 3.5245e-04 - acc: 1.000 - ETA: 4s - loss: 3.2934e-04 - acc: 1.000 - ETA: 3s - loss: 3.0908e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9993 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01029: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1031/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.0000 - ETA: 5s - loss: 8.7242e-04 - acc: 1.000 - ETA: 4s - loss: 6.8279e-04 - acc: 1.000 - ETA: 4s - loss: 5.8166e-04 - acc: 1.000 - ETA: 4s - loss: 5.0662e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.6389e-04 - acc: 1.000 - ETA: 4s - loss: 8.8008e-04 - acc: 1.000 - ETA: 4s - loss: 8.0968e-04 - acc: 1.000 - ETA: 4s - loss: 7.4972e-04 - acc: 1.000 - ETA: 4s - loss: 6.9802e-04 - acc: 1.000 - ETA: 4s - loss: 6.5299e-04 - acc: 1.000 - ETA: 4s - loss: 6.1343e-04 - acc: 1.000 - ETA: 3s - loss: 5.6232e-04 - acc: 1.000 - ETA: 3s - loss: 5.2581e-04 - acc: 1.000 - ETA: 3s - loss: 4.9985e-04 - acc: 1.000 - ETA: 3s - loss: 4.7633e-04 - acc: 1.000 - ETA: 3s - loss: 4.5493e-04 - acc: 1.000 - ETA: 3s - loss: 4.3537e-04 - acc: 1.000 - ETA: 3s - loss: 4.1742e-04 - acc: 1.000 - ETA: 3s - loss: 4.0089e-04 - acc: 1.000 - ETA: 3s - loss: 3.8563e-04 - acc: 1.000 - ETA: 3s - loss: 3.7148e-04 - acc: 1.000 - ETA: 3s - loss: 3.5833e-04 - acc: 1.000 - ETA: 3s - loss: 3.4609e-04 - acc: 1.000 - ETA: 3s - loss: 3.3465e-04 - acc: 1.000 - ETA: 3s - loss: 3.2395e-04 - acc: 1.000 - ETA: 3s - loss: 3.1390e-04 - acc: 1.000 - ETA: 3s - loss: 3.0447e-04 - acc: 1.000 - ETA: 2s - loss: 2.9558e-04 - acc: 1.000 - ETA: 2s - loss: 5.8548e-04 - acc: 0.999 - ETA: 2s - loss: 5.6933e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9993 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01030: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5750 - val_acc: 0.8323 Epoch 1032/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1730 - acc: 0.9800 - ETA: 4s - loss: 0.0961 - acc: 0.988 - ETA: 4s - loss: 0.0665 - acc: 0.992 - ETA: 4s - loss: 0.0509 - acc: 0.994 - ETA: 4s - loss: 0.0796 - acc: 0.992 - ETA: 4s - loss: 0.0668 - acc: 0.994 - ETA: 4s - loss: 0.0576 - acc: 0.994 - ETA: 4s - loss: 0.0506 - acc: 0.995 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0333 - acc: 0.996 - ETA: 4s - loss: 0.0309 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.996 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01031: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1033/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0283 - acc: 0.9982 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01032: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1034/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.4582e-04 - acc: 1.000 - ETA: 4s - loss: 0.0064 - acc: 0.9985 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0076 - acc: 0.996 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01033: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1035/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9900 - ETA: 4s - loss: 0.0067 - acc: 0.994 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01034: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1036/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01035: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1037/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0114 - acc: 0.9900 - ETA: 4s - loss: 0.0063 - acc: 0.994 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0508 - acc: 0.994 - ETA: 4s - loss: 0.0411 - acc: 0.995 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9988Epoch 01036: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1038/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9985 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6847e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7733e-04 - acc: 0.999 - ETA: 3s - loss: 9.4606e-04 - acc: 0.999 - ETA: 3s - loss: 9.1673e-04 - acc: 0.999 - ETA: 3s - loss: 8.8916e-04 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.9989 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01037: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1039/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2003e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1989e-07 - acc: 1.000 - ETA: 4s - loss: 1.1982e-07 - acc: 1.000 - ETA: 4s - loss: 1.1976e-07 - acc: 1.000 - ETA: 4s - loss: 1.1972e-07 - acc: 1.000 - ETA: 4s - loss: 1.1968e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1959e-07 - acc: 1.000 - ETA: 4s - loss: 0.0120 - acc: 0.9993 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01038: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1040/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9987 - ETA: 4s - loss: 9.6614e-04 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.9978 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01039: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1041/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.8573e-04 - acc: 1.000 - ETA: 4s - loss: 8.4978e-04 - acc: 1.000 - ETA: 4s - loss: 7.4679e-04 - acc: 1.000 - ETA: 4s - loss: 6.6607e-04 - acc: 1.000 - ETA: 4s - loss: 6.0110e-04 - acc: 1.000 - ETA: 4s - loss: 5.4768e-04 - acc: 1.000 - ETA: 4s - loss: 5.0298e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7452e-04 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.9987 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01040: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1042/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9962 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.6333e-04 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.9972 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01041: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1043/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1965e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 3s - loss: 1.1957e-07 - acc: 1.000 - ETA: 3s - loss: 1.1955e-07 - acc: 1.000 - ETA: 3s - loss: 1.1952e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01042: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1044/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9962 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01043: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1045/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01044: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1046/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2550e-07 - acc: 1.000 - ETA: 4s - loss: 1.2357e-07 - acc: 1.000 - ETA: 4s - loss: 1.2254e-07 - acc: 1.000 - ETA: 4s - loss: 1.2191e-07 - acc: 1.000 - ETA: 4s - loss: 1.2147e-07 - acc: 1.000 - ETA: 4s - loss: 1.2116e-07 - acc: 1.000 - ETA: 4s - loss: 1.2093e-07 - acc: 1.000 - ETA: 4s - loss: 1.2074e-07 - acc: 1.000 - ETA: 4s - loss: 1.2059e-07 - acc: 1.000 - ETA: 4s - loss: 1.2047e-07 - acc: 1.000 - ETA: 4s - loss: 1.2036e-07 - acc: 1.000 - ETA: 3s - loss: 1.2028e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.2014e-07 - acc: 1.000 - ETA: 3s - loss: 1.2045e-07 - acc: 1.000 - ETA: 3s - loss: 1.2038e-07 - acc: 1.000 - ETA: 3s - loss: 3.3796e-04 - acc: 1.000 - ETA: 3s - loss: 3.2041e-04 - acc: 1.000 - ETA: 3s - loss: 6.2490e-04 - acc: 1.000 - ETA: 3s - loss: 5.9550e-04 - acc: 1.000 - ETA: 3s - loss: 5.6874e-04 - acc: 1.000 - ETA: 3s - loss: 5.4428e-04 - acc: 1.000 - ETA: 3s - loss: 5.2184e-04 - acc: 1.000 - ETA: 3s - loss: 5.0118e-04 - acc: 1.000 - ETA: 3s - loss: 4.8209e-04 - acc: 1.000 - ETA: 3s - loss: 4.6441e-04 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9996 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01045: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1047/2000 6620/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 0.0183 - acc: 0.9989 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01046: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1048/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1989e-07 - acc: 1.000 - ETA: 4s - loss: 1.1982e-07 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9988 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01047: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1049/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 5s - loss: 1.2196e-07 - acc: 1.000 - ETA: 4s - loss: 0.0448 - acc: 0.9972 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01048: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1050/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9875 - ETA: 4s - loss: 0.0060 - acc: 0.993 - ETA: 4s - loss: 0.0040 - acc: 0.995 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.3068e-04 - acc: 0.999 - ETA: 4s - loss: 8.6421e-04 - acc: 0.999 - ETA: 4s - loss: 8.0660e-04 - acc: 0.999 - ETA: 4s - loss: 7.5620e-04 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.9978 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01049: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5753 - val_acc: 0.8323 Epoch 1051/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0052 - acc: 1.0000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0135e-04 - acc: 1.000 - ETA: 4s - loss: 7.9211e-04 - acc: 1.000 - ETA: 4s - loss: 7.0649e-04 - acc: 1.000 - ETA: 4s - loss: 6.3758e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5835e-04 - acc: 0.999 - ETA: 3s - loss: 8.9530e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9988 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01050: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1052/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2583e-07 - acc: 1.000 - ETA: 4s - loss: 1.2655e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2347e-07 - acc: 1.000 - ETA: 4s - loss: 1.2293e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 4.5820e-04 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9989 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01051: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1053/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9962 - ETA: 4s - loss: 0.0022 - acc: 0.996 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01052: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1054/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0036 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.6889e-04 - acc: 1.000 - ETA: 4s - loss: 7.2989e-04 - acc: 1.000 - ETA: 4s - loss: 6.2923e-04 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9985 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01053: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1055/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0100 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01054: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1056/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 8.4602e-04 - acc: 1.000 - ETA: 4s - loss: 7.1068e-04 - acc: 1.000 - ETA: 4s - loss: 6.1267e-04 - acc: 1.000 - ETA: 4s - loss: 5.3842e-04 - acc: 1.000 - ETA: 4s - loss: 4.8023e-04 - acc: 1.000 - ETA: 4s - loss: 4.3339e-04 - acc: 1.000 - ETA: 4s - loss: 3.9487e-04 - acc: 1.000 - ETA: 4s - loss: 3.6265e-04 - acc: 1.000 - ETA: 4s - loss: 3.3529e-04 - acc: 1.000 - ETA: 4s - loss: 3.2310e-04 - acc: 1.000 - ETA: 4s - loss: 2.9133e-04 - acc: 1.000 - ETA: 4s - loss: 2.7341e-04 - acc: 1.000 - ETA: 4s - loss: 2.5757e-04 - acc: 1.000 - ETA: 4s - loss: 2.4346e-04 - acc: 1.000 - ETA: 3s - loss: 2.3082e-04 - acc: 1.000 - ETA: 3s - loss: 2.1943e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9994 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9989Epoch 01055: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1057/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9986 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7362e-04 - acc: 0.999 - ETA: 4s - loss: 9.0015e-04 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.9982 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01056: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1058/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9962 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5941e-04 - acc: 0.999 - ETA: 3s - loss: 9.0958e-04 - acc: 0.999 - ETA: 3s - loss: 8.6467e-04 - acc: 0.999 - ETA: 3s - loss: 8.2398e-04 - acc: 0.999 - ETA: 3s - loss: 7.8696e-04 - acc: 0.999 - ETA: 3s - loss: 7.5311e-04 - acc: 0.999 - ETA: 3s - loss: 7.2206e-04 - acc: 0.999 - ETA: 3s - loss: 6.9347e-04 - acc: 0.999 - ETA: 3s - loss: 6.6706e-04 - acc: 0.999 - ETA: 3s - loss: 6.4258e-04 - acc: 0.999 - ETA: 3s - loss: 6.1984e-04 - acc: 0.999 - ETA: 3s - loss: 5.9865e-04 - acc: 0.999 - ETA: 3s - loss: 5.7887e-04 - acc: 0.999 - ETA: 2s - loss: 5.6035e-04 - acc: 0.999 - ETA: 2s - loss: 5.4298e-04 - acc: 0.999 - ETA: 2s - loss: 5.2665e-04 - acc: 0.999 - ETA: 2s - loss: 6.4094e-04 - acc: 0.999 - ETA: 2s - loss: 6.2276e-04 - acc: 0.999 - ETA: 2s - loss: 6.0559e-04 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.9993 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01057: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1059/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.8666e-04 - acc: 1.000 - ETA: 4s - loss: 8.5059e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9985 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8557e-04 - acc: 0.999 - ETA: 3s - loss: 9.3157e-04 - acc: 0.999 - ETA: 3s - loss: 8.8319e-04 - acc: 0.999 - ETA: 3s - loss: 8.3958e-04 - acc: 0.999 - ETA: 3s - loss: 8.0007e-04 - acc: 0.999 - ETA: 3s - loss: 7.6412e-04 - acc: 0.999 - ETA: 3s - loss: 7.3126e-04 - acc: 0.999 - ETA: 3s - loss: 7.0111e-04 - acc: 0.999 - ETA: 3s - loss: 6.7335e-04 - acc: 0.999 - ETA: 3s - loss: 6.4770e-04 - acc: 0.999 - ETA: 3s - loss: 6.2394e-04 - acc: 0.999 - ETA: 3s - loss: 6.0186e-04 - acc: 0.999 - ETA: 3s - loss: 5.8128e-04 - acc: 0.999 - ETA: 3s - loss: 5.6207e-04 - acc: 0.999 - ETA: 3s - loss: 5.4409e-04 - acc: 0.999 - ETA: 3s - loss: 5.2722e-04 - acc: 0.999 - ETA: 2s - loss: 5.1137e-04 - acc: 0.999 - ETA: 2s - loss: 4.9644e-04 - acc: 0.999 - ETA: 2s - loss: 4.8236e-04 - acc: 0.999 - ETA: 2s - loss: 4.6906e-04 - acc: 0.999 - ETA: 2s - loss: 4.5647e-04 - acc: 0.999 - ETA: 2s - loss: 4.4454e-04 - acc: 0.999 - ETA: 2s - loss: 4.3322e-04 - acc: 0.999 - ETA: 2s - loss: 4.2246e-04 - acc: 0.999 - ETA: 2s - loss: 7.7784e-04 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.9991 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01058: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1060/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01059: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5812 - val_acc: 0.8323 Epoch 1061/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0604 - acc: 0.950 - ETA: 3s - loss: 0.0121 - acc: 0.990 - ETA: 5s - loss: 0.0067 - acc: 0.994 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01060: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1062/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.4968e-04 - acc: 0.999 - ETA: 4s - loss: 6.9708e-04 - acc: 0.999 - ETA: 3s - loss: 6.5138e-04 - acc: 0.999 - ETA: 3s - loss: 6.1130e-04 - acc: 0.999 - ETA: 3s - loss: 5.7587e-04 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.9986 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01061: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5810 - val_acc: 0.8323 Epoch 1063/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 3s - loss: 0.0341 - acc: 0.997 - ETA: 3s - loss: 0.0328 - acc: 0.997 - ETA: 3s - loss: 0.0311 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01062: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1064/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 1.1944e-07 - acc: 1.000 - ETA: 3s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9994 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01063: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1065/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 1.0000 - ETA: 4s - loss: 0.0724 - acc: 0.995 - ETA: 4s - loss: 0.0543 - acc: 0.996 - ETA: 4s - loss: 0.0434 - acc: 0.997 - ETA: 4s - loss: 0.0362 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.995 - ETA: 4s - loss: 0.0446 - acc: 0.996 - ETA: 4s - loss: 0.0404 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.996 - ETA: 4s - loss: 0.0303 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.996 - ETA: 3s - loss: 0.0243 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01064: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1066/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9969 - ETA: 4s - loss: 0.0421 - acc: 0.995 - ETA: 4s - loss: 0.0351 - acc: 0.995 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01065: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5754 - val_acc: 0.8311 Epoch 1067/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.0000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0737e-04 - acc: 1.000 - ETA: 4s - loss: 8.1886e-04 - acc: 1.000 - ETA: 4s - loss: 7.4608e-04 - acc: 1.000 - ETA: 4s - loss: 6.8518e-04 - acc: 1.000 - ETA: 4s - loss: 6.2175e-04 - acc: 1.000 - ETA: 4s - loss: 5.7888e-04 - acc: 1.000 - ETA: 4s - loss: 5.4154e-04 - acc: 1.000 - ETA: 4s - loss: 5.0873e-04 - acc: 1.000 - ETA: 4s - loss: 4.7967e-04 - acc: 1.000 - ETA: 4s - loss: 4.5375e-04 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9994 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01066: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5740 - val_acc: 0.8311 Epoch 1068/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1966e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 1.1951e-07 - acc: 1.000 - ETA: 3s - loss: 1.1950e-07 - acc: 1.000 - ETA: 3s - loss: 1.1949e-07 - acc: 1.000 - ETA: 3s - loss: 1.9964e-04 - acc: 1.000 - ETA: 3s - loss: 1.9115e-04 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9995 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01067: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1069/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01068: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1070/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.2015 - acc: 0.9875 - ETA: 4s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01069: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1071/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.8296e-04 - acc: 0.999 - ETA: 4s - loss: 8.3178e-04 - acc: 0.999 - ETA: 3s - loss: 7.8621e-04 - acc: 0.999 - ETA: 3s - loss: 7.4538e-04 - acc: 0.999 - ETA: 3s - loss: 7.0857e-04 - acc: 0.999 - ETA: 3s - loss: 6.7524e-04 - acc: 0.999 - ETA: 3s - loss: 6.4489e-04 - acc: 0.999 - ETA: 3s - loss: 6.2387e-04 - acc: 0.999 - ETA: 3s - loss: 5.9788e-04 - acc: 0.999 - ETA: 3s - loss: 7.5529e-04 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.9990 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01070: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1072/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9975 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01071: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1073/2000 6600/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01072: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1074/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 1.1940e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9988 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01073: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1075/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1984e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9978 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5644e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9992 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01074: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1076/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01075: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1077/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9962 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01076: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 1078/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2484e-07 - acc: 1.000 - ETA: 4s - loss: 1.2311e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2162e-07 - acc: 1.000 - ETA: 4s - loss: 1.2124e-07 - acc: 1.000 - ETA: 4s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01077: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1079/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01078: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1080/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.0000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8936e-04 - acc: 1.000 - ETA: 4s - loss: 9.2341e-04 - acc: 1.000 - ETA: 4s - loss: 8.7944e-04 - acc: 1.000 - ETA: 4s - loss: 8.2694e-04 - acc: 1.000 - ETA: 4s - loss: 7.8036e-04 - acc: 1.000 - ETA: 3s - loss: 7.3875e-04 - acc: 1.000 - ETA: 3s - loss: 7.0135e-04 - acc: 1.000 - ETA: 3s - loss: 6.6756e-04 - acc: 1.000 - ETA: 3s - loss: 0.0099 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01079: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5804 - val_acc: 0.8323 Epoch 1081/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1946e-07 - acc: 1.000 - ETA: 4s - loss: 7.8033e-04 - acc: 1.000 - ETA: 4s - loss: 7.0776e-04 - acc: 1.000 - ETA: 4s - loss: 6.4753e-04 - acc: 1.000 - ETA: 4s - loss: 6.0869e-04 - acc: 1.000 - ETA: 4s - loss: 5.7424e-04 - acc: 1.000 - ETA: 4s - loss: 5.3395e-04 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9992 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01080: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1082/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9971 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01081: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1083/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0099 - acc: 0.9900 - ETA: 5s - loss: 0.0062 - acc: 0.993 - ETA: 5s - loss: 0.0041 - acc: 0.995 - ETA: 5s - loss: 0.0031 - acc: 0.996 - ETA: 5s - loss: 0.0428 - acc: 0.995 - ETA: 5s - loss: 0.0372 - acc: 0.995 - ETA: 4s - loss: 0.0317 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01082: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5809 - val_acc: 0.8323 Epoch 1084/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 7.7042e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01083: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5812 - val_acc: 0.8323 Epoch 1085/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.2015 - acc: 0.9875 - ETA: 4s - loss: 0.1048 - acc: 0.993 - ETA: 4s - loss: 0.0699 - acc: 0.995 - ETA: 4s - loss: 0.0524 - acc: 0.996 - ETA: 4s - loss: 0.0419 - acc: 0.997 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01084: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1086/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1941e-07 - acc: 1.000 - ETA: 3s - loss: 1.1940e-07 - acc: 1.000 - ETA: 3s - loss: 1.1939e-07 - acc: 1.000 - ETA: 3s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 3.7698e-04 - acc: 0.999 - ETA: 3s - loss: 3.6175e-04 - acc: 0.999 - ETA: 3s - loss: 3.4771e-04 - acc: 0.999 - ETA: 3s - loss: 3.3471e-04 - acc: 0.999 - ETA: 3s - loss: 3.2266e-04 - acc: 0.999 - ETA: 3s - loss: 3.1144e-04 - acc: 0.999 - ETA: 3s - loss: 3.0097e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9985Epoch 01085: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1087/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7802e-04 - acc: 0.998 - ETA: 4s - loss: 8.8023e-04 - acc: 0.998 - ETA: 4s - loss: 8.1883e-04 - acc: 0.998 - ETA: 4s - loss: 7.4915e-04 - acc: 0.998 - ETA: 4s - loss: 6.9041e-04 - acc: 0.999 - ETA: 4s - loss: 6.5206e-04 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.9983 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01086: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1088/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9944 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9706e-04 - acc: 0.999 - ETA: 4s - loss: 9.3060e-04 - acc: 0.999 - ETA: 4s - loss: 8.7244e-04 - acc: 0.999 - ETA: 4s - loss: 8.2113e-04 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.9986 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01087: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1089/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9986 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01088: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1090/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01089: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1091/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1983e-07 - acc: 1.000 - ETA: 4s - loss: 1.1975e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1965e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1960e-07 - acc: 1.000 - ETA: 4s - loss: 4.5079e-04 - acc: 1.000 - ETA: 3s - loss: 4.2124e-04 - acc: 1.000 - ETA: 3s - loss: 6.6932e-04 - acc: 1.000 - ETA: 3s - loss: 6.3052e-04 - acc: 1.000 - ETA: 3s - loss: 5.9598e-04 - acc: 1.000 - ETA: 3s - loss: 5.6503e-04 - acc: 1.000 - ETA: 3s - loss: 5.3713e-04 - acc: 1.000 - ETA: 3s - loss: 5.1186e-04 - acc: 1.000 - ETA: 3s - loss: 4.8886e-04 - acc: 1.000 - ETA: 3s - loss: 4.6784e-04 - acc: 1.000 - ETA: 3s - loss: 4.4855e-04 - acc: 1.000 - ETA: 3s - loss: 4.3079e-04 - acc: 1.000 - ETA: 3s - loss: 4.1439e-04 - acc: 1.000 - ETA: 3s - loss: 3.9918e-04 - acc: 1.000 - ETA: 3s - loss: 3.8506e-04 - acc: 1.000 - ETA: 3s - loss: 3.7190e-04 - acc: 1.000 - ETA: 3s - loss: 3.5961e-04 - acc: 1.000 - ETA: 3s - loss: 3.4810e-04 - acc: 1.000 - ETA: 3s - loss: 3.3731e-04 - acc: 1.000 - ETA: 2s - loss: 3.2717e-04 - acc: 1.000 - ETA: 2s - loss: 5.2284e-04 - acc: 1.000 - ETA: 2s - loss: 5.0791e-04 - acc: 1.000 - ETA: 2s - loss: 4.9380e-04 - acc: 1.000 - ETA: 2s - loss: 4.8046e-04 - acc: 1.000 - ETA: 2s - loss: 4.6782e-04 - acc: 1.000 - ETA: 2s - loss: 4.5583e-04 - acc: 1.000 - ETA: 2s - loss: 0.0011 - acc: 0.9997 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01090: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1092/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0502 - acc: 0.994 - ETA: 4s - loss: 0.0407 - acc: 0.995 - ETA: 4s - loss: 0.0342 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01091: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1093/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 9.9881e-04 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.9984 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01092: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1094/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0392 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01093: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1095/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01094: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1096/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9983 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01095: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1097/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2104e-07 - acc: 1.000 - ETA: 4s - loss: 1.2061e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2016e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1993e-07 - acc: 1.000 - ETA: 4s - loss: 1.1986e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01096: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 1098/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.9900 - ETA: 4s - loss: 0.0076 - acc: 0.993 - ETA: 4s - loss: 0.0056 - acc: 0.995 - ETA: 4s - loss: 0.0076 - acc: 0.992 - ETA: 4s - loss: 0.0059 - acc: 0.994 - ETA: 4s - loss: 0.0048 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01097: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5746 - val_acc: 0.8323 Epoch 1099/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.0445e-04 - acc: 1.000 - ETA: 3s - loss: 1.9325e-04 - acc: 1.000 - ETA: 3s - loss: 1.8322e-04 - acc: 1.000 - ETA: 3s - loss: 1.7418e-04 - acc: 1.000 - ETA: 3s - loss: 1.6598e-04 - acc: 1.000 - ETA: 3s - loss: 1.5853e-04 - acc: 1.000 - ETA: 3s - loss: 1.5172e-04 - acc: 1.000 - ETA: 3s - loss: 1.4547e-04 - acc: 1.000 - ETA: 3s - loss: 1.3971e-04 - acc: 1.000 - ETA: 3s - loss: 1.3439e-04 - acc: 1.000 - ETA: 3s - loss: 1.2829e-04 - acc: 1.000 - ETA: 3s - loss: 1.2379e-04 - acc: 1.000 - ETA: 3s - loss: 8.5707e-04 - acc: 0.999 - ETA: 3s - loss: 8.2874e-04 - acc: 0.999 - ETA: 3s - loss: 8.0223e-04 - acc: 0.999 - ETA: 3s - loss: 7.7736e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9992 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01098: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1100/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9967 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4525e-04 - acc: 0.999 - ETA: 4s - loss: 8.9201e-04 - acc: 0.999 - ETA: 4s - loss: 8.4444e-04 - acc: 0.999 - ETA: 3s - loss: 8.0169e-04 - acc: 0.999 - ETA: 3s - loss: 7.6306e-04 - acc: 0.999 - ETA: 3s - loss: 7.2798e-04 - acc: 0.999 - ETA: 3s - loss: 6.9599e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01099: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1101/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0519 - acc: 0.996 - ETA: 4s - loss: 0.0415 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 01100: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1102/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9944 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01101: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1103/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0135 - acc: 0.9900 - ETA: 5s - loss: 0.0971 - acc: 0.988 - ETA: 4s - loss: 0.0672 - acc: 0.992 - ETA: 5s - loss: 0.0546 - acc: 0.993 - ETA: 4s - loss: 0.0437 - acc: 0.995 - ETA: 4s - loss: 0.0364 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01102: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5750 - val_acc: 0.8323 Epoch 1104/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.7475e-04 - acc: 1.000 - ETA: 4s - loss: 2.5033e-04 - acc: 1.000 - ETA: 4s - loss: 2.2991e-04 - acc: 1.000 - ETA: 4s - loss: 2.1257e-04 - acc: 1.000 - ETA: 4s - loss: 1.9766e-04 - acc: 1.000 - ETA: 4s - loss: 1.8470e-04 - acc: 1.000 - ETA: 3s - loss: 1.7335e-04 - acc: 1.000 - ETA: 3s - loss: 1.6330e-04 - acc: 1.000 - ETA: 3s - loss: 1.5436e-04 - acc: 1.000 - ETA: 3s - loss: 1.4635e-04 - acc: 1.000 - ETA: 3s - loss: 1.3913e-04 - acc: 1.000 - ETA: 3s - loss: 1.3259e-04 - acc: 1.000 - ETA: 3s - loss: 1.2663e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9995 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 01103: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1105/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0503 - acc: 0.995 - ETA: 4s - loss: 0.0449 - acc: 0.995 - ETA: 4s - loss: 0.0417 - acc: 0.995 - ETA: 4s - loss: 0.0380 - acc: 0.995 - ETA: 4s - loss: 0.0349 - acc: 0.995 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.996 - ETA: 3s - loss: 0.0230 - acc: 0.996 - ETA: 3s - loss: 0.0219 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01104: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1106/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9976 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7419e-04 - acc: 0.999 - ETA: 3s - loss: 9.2081e-04 - acc: 0.999 - ETA: 3s - loss: 8.7299e-04 - acc: 0.999 - ETA: 3s - loss: 8.2988e-04 - acc: 0.999 - ETA: 3s - loss: 7.9083e-04 - acc: 0.999 - ETA: 3s - loss: 7.5530e-04 - acc: 0.999 - ETA: 3s - loss: 7.2281e-04 - acc: 0.999 - ETA: 3s - loss: 6.9301e-04 - acc: 0.999 - ETA: 3s - loss: 6.6557e-04 - acc: 0.999 - ETA: 3s - loss: 6.4022e-04 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.9991 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01105: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 1107/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9976 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01106: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 1108/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 1.0000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2101e-04 - acc: 1.000 - ETA: 4s - loss: 7.7367e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.9914e-04 - acc: 1.000 - ETA: 4s - loss: 8.9113e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9988 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8652e-04 - acc: 0.999 - ETA: 3s - loss: 9.4010e-04 - acc: 0.999 - ETA: 3s - loss: 8.9785e-04 - acc: 0.999 - ETA: 3s - loss: 8.5924e-04 - acc: 0.999 - ETA: 3s - loss: 8.2381e-04 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.9990 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01107: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1109/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0962 - acc: 0.994 - ETA: 4s - loss: 0.0778 - acc: 0.995 - ETA: 4s - loss: 0.0654 - acc: 0.996 - ETA: 4s - loss: 0.0585 - acc: 0.994 - ETA: 4s - loss: 0.0514 - acc: 0.995 - ETA: 4s - loss: 0.0459 - acc: 0.995 - ETA: 4s - loss: 0.0425 - acc: 0.995 - ETA: 4s - loss: 0.0387 - acc: 0.995 - ETA: 4s - loss: 0.0356 - acc: 0.995 - ETA: 3s - loss: 0.0329 - acc: 0.996 - ETA: 3s - loss: 0.0306 - acc: 0.996 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01108: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8335 Epoch 1110/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9962 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9727e-04 - acc: 0.998 - ETA: 4s - loss: 9.1587e-04 - acc: 0.999 - ETA: 3s - loss: 8.4676e-04 - acc: 0.999 - ETA: 3s - loss: 7.8734e-04 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.9984 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01109: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1111/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1935e-07 - acc: 1.000 - ETA: 3s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 0.0139 - acc: 0.9991 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9985Epoch 01110: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1112/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 1.0000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4820e-04 - acc: 1.000 - ETA: 4s - loss: 8.4570e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9988 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.9988Epoch 01111: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1113/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0838 - acc: 0.9950 - ETA: 4s - loss: 0.0599 - acc: 0.996 - ETA: 4s - loss: 0.0466 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.995 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0303 - acc: 0.995 - ETA: 4s - loss: 0.0317 - acc: 0.994 - ETA: 4s - loss: 0.0495 - acc: 0.993 - ETA: 4s - loss: 0.0448 - acc: 0.994 - ETA: 4s - loss: 0.0409 - acc: 0.994 - ETA: 4s - loss: 0.0377 - acc: 0.995 - ETA: 3s - loss: 0.0349 - acc: 0.995 - ETA: 3s - loss: 0.0325 - acc: 0.995 - ETA: 3s - loss: 0.0304 - acc: 0.996 - ETA: 3s - loss: 0.0285 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.996 - ETA: 3s - loss: 0.0237 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.996 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0199 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01112: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 1114/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9971 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7087e-04 - acc: 0.999 - ETA: 3s - loss: 9.1460e-04 - acc: 0.999 - ETA: 3s - loss: 8.6449e-04 - acc: 0.999 - ETA: 3s - loss: 8.1959e-04 - acc: 0.999 - ETA: 3s - loss: 7.7912e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8482e-04 - acc: 0.999 - ETA: 3s - loss: 9.4582e-04 - acc: 0.999 - ETA: 3s - loss: 9.0980e-04 - acc: 0.999 - ETA: 3s - loss: 8.7641e-04 - acc: 0.999 - ETA: 3s - loss: 8.4539e-04 - acc: 0.999 - ETA: 3s - loss: 8.1650e-04 - acc: 0.999 - ETA: 3s - loss: 7.8951e-04 - acc: 0.999 - ETA: 3s - loss: 7.6425e-04 - acc: 0.999 - ETA: 3s - loss: 7.4055e-04 - acc: 0.999 - ETA: 2s - loss: 7.1828e-04 - acc: 0.999 - ETA: 2s - loss: 6.9732e-04 - acc: 0.999 - ETA: 2s - loss: 6.7754e-04 - acc: 0.999 - ETA: 2s - loss: 6.5885e-04 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.9993 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01113: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1115/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9973 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01114: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1116/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.9985Epoch 01115: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1117/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.0000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.5436e-04 - acc: 1.000 - ETA: 4s - loss: 8.4530e-04 - acc: 1.000 - ETA: 4s - loss: 7.7858e-04 - acc: 1.000 - ETA: 4s - loss: 7.0444e-04 - acc: 1.000 - ETA: 4s - loss: 6.7242e-04 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9990 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01116: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8323 Epoch 1118/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01117: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1119/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9974 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2187e-04 - acc: 0.999 - ETA: 4s - loss: 8.5359e-04 - acc: 0.999 - ETA: 4s - loss: 7.9473e-04 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.9984 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01118: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1120/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2058e-07 - acc: 1.000 - ETA: 4s - loss: 1.2026e-07 - acc: 1.000 - ETA: 4s - loss: 1.2006e-07 - acc: 1.000 - ETA: 4s - loss: 1.1992e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9983 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7936e-04 - acc: 0.999 - ETA: 3s - loss: 9.2260e-04 - acc: 0.999 - ETA: 3s - loss: 8.7205e-04 - acc: 0.999 - ETA: 3s - loss: 8.2675e-04 - acc: 0.999 - ETA: 3s - loss: 7.8593e-04 - acc: 0.999 - ETA: 3s - loss: 7.4895e-04 - acc: 0.999 - ETA: 3s - loss: 7.1530e-04 - acc: 0.999 - ETA: 3s - loss: 6.8454e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6932e-04 - acc: 0.999 - ETA: 3s - loss: 9.3728e-04 - acc: 0.999 - ETA: 3s - loss: 9.0730e-04 - acc: 0.999 - ETA: 3s - loss: 8.7917e-04 - acc: 0.999 - ETA: 2s - loss: 8.5273e-04 - acc: 0.999 - ETA: 2s - loss: 8.2783e-04 - acc: 0.999 - ETA: 2s - loss: 8.0435e-04 - acc: 0.999 - ETA: 2s - loss: 7.8217e-04 - acc: 0.999 - ETA: 2s - loss: 7.6117e-04 - acc: 0.999 - ETA: 2s - loss: 7.4128e-04 - acc: 0.999 - ETA: 2s - loss: 7.2239e-04 - acc: 0.999 - ETA: 2s - loss: 7.0445e-04 - acc: 0.999 - ETA: 2s - loss: 6.8737e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9991 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01119: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1121/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9976 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01120: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1122/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01121: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1123/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01122: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1124/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0654 - acc: 0.992 - ETA: 4s - loss: 0.0500 - acc: 0.994 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0340 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.994 - ETA: 4s - loss: 0.0274 - acc: 0.995 - ETA: 4s - loss: 0.0244 - acc: 0.995 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0201 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01123: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1125/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 3s - loss: 1.1955e-07 - acc: 1.000 - ETA: 3s - loss: 7.6520e-04 - acc: 0.999 - ETA: 3s - loss: 7.1503e-04 - acc: 0.999 - ETA: 3s - loss: 6.7103e-04 - acc: 0.999 - ETA: 3s - loss: 6.3214e-04 - acc: 0.999 - ETA: 3s - loss: 5.9751e-04 - acc: 0.999 - ETA: 3s - loss: 5.6648e-04 - acc: 0.999 - ETA: 3s - loss: 5.3851e-04 - acc: 0.999 - ETA: 3s - loss: 5.1317e-04 - acc: 0.999 - ETA: 3s - loss: 4.9011e-04 - acc: 0.999 - ETA: 3s - loss: 4.6904e-04 - acc: 0.999 - ETA: 3s - loss: 4.4970e-04 - acc: 0.999 - ETA: 3s - loss: 4.3190e-04 - acc: 0.999 - ETA: 3s - loss: 4.1545e-04 - acc: 0.999 - ETA: 3s - loss: 4.0021e-04 - acc: 0.999 - ETA: 3s - loss: 3.8604e-04 - acc: 0.999 - ETA: 3s - loss: 3.7285e-04 - acc: 0.999 - ETA: 3s - loss: 3.6053e-04 - acc: 0.999 - ETA: 2s - loss: 3.4899e-04 - acc: 0.999 - ETA: 2s - loss: 3.3818e-04 - acc: 0.999 - ETA: 2s - loss: 3.2801e-04 - acc: 0.999 - ETA: 2s - loss: 3.1844e-04 - acc: 0.999 - ETA: 2s - loss: 5.8396e-04 - acc: 0.999 - ETA: 2s - loss: 7.4185e-04 - acc: 0.999 - ETA: 2s - loss: 7.2193e-04 - acc: 0.999 - ETA: 2s - loss: 7.0306e-04 - acc: 0.999 - ETA: 2s - loss: 6.8515e-04 - acc: 0.999 - ETA: 2s - loss: 6.6813e-04 - acc: 0.999 - ETA: 2s - loss: 6.5194e-04 - acc: 0.999 - ETA: 2s - loss: 6.3651e-04 - acc: 0.999 - ETA: 2s - loss: 6.2180e-04 - acc: 0.999 - ETA: 2s - loss: 6.0775e-04 - acc: 0.999 - ETA: 2s - loss: 5.9432e-04 - acc: 0.999 - ETA: 2s - loss: 5.8147e-04 - acc: 0.999 - ETA: 2s - loss: 5.6917e-04 - acc: 0.999 - ETA: 2s - loss: 5.5738e-04 - acc: 0.999 - ETA: 1s - loss: 5.4606e-04 - acc: 0.999 - ETA: 1s - loss: 9.9400e-04 - acc: 0.999 - ETA: 1s - loss: 9.7461e-04 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.9990 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01124: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1126/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1937e-07 - acc: 1.000 - ETA: 3s - loss: 1.1936e-07 - acc: 1.000 - ETA: 3s - loss: 1.1935e-07 - acc: 1.000 - ETA: 3s - loss: 1.1934e-07 - acc: 1.000 - ETA: 3s - loss: 3.4665e-04 - acc: 1.000 - ETA: 3s - loss: 3.2864e-04 - acc: 1.000 - ETA: 3s - loss: 3.1242e-04 - acc: 1.000 - ETA: 3s - loss: 2.9772e-04 - acc: 1.000 - ETA: 3s - loss: 2.8435e-04 - acc: 1.000 - ETA: 3s - loss: 2.7212e-04 - acc: 1.000 - ETA: 3s - loss: 2.6091e-04 - acc: 1.000 - ETA: 3s - loss: 8.0630e-04 - acc: 0.999 - ETA: 3s - loss: 7.7558e-04 - acc: 0.999 - ETA: 3s - loss: 7.4713e-04 - acc: 0.999 - ETA: 3s - loss: 7.2068e-04 - acc: 0.999 - ETA: 3s - loss: 6.9605e-04 - acc: 0.999 - ETA: 3s - loss: 6.7304e-04 - acc: 0.999 - ETA: 2s - loss: 6.5151e-04 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.9992 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01125: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1127/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9972 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 9.8088e-04 - acc: 0.998 - ETA: 3s - loss: 8.8747e-04 - acc: 0.998 - ETA: 3s - loss: 8.1031e-04 - acc: 0.998 - ETA: 3s - loss: 7.4550e-04 - acc: 0.999 - ETA: 3s - loss: 6.9028e-04 - acc: 0.999 - ETA: 3s - loss: 6.4269e-04 - acc: 0.999 - ETA: 3s - loss: 6.0123e-04 - acc: 0.999 - ETA: 3s - loss: 5.6480e-04 - acc: 0.999 - ETA: 3s - loss: 5.3253e-04 - acc: 0.999 - ETA: 3s - loss: 5.0375e-04 - acc: 0.999 - ETA: 3s - loss: 4.7792e-04 - acc: 0.999 - ETA: 3s - loss: 4.5462e-04 - acc: 0.999 - ETA: 3s - loss: 4.3348e-04 - acc: 0.999 - ETA: 3s - loss: 4.1422e-04 - acc: 0.999 - ETA: 3s - loss: 3.9660e-04 - acc: 0.999 - ETA: 3s - loss: 3.8041e-04 - acc: 0.999 - ETA: 3s - loss: 3.6550e-04 - acc: 0.999 - ETA: 3s - loss: 3.5171e-04 - acc: 0.999 - ETA: 3s - loss: 3.3893e-04 - acc: 0.999 - ETA: 3s - loss: 3.2704e-04 - acc: 0.999 - ETA: 3s - loss: 3.1596e-04 - acc: 0.999 - ETA: 2s - loss: 3.0560e-04 - acc: 0.999 - ETA: 2s - loss: 2.9590e-04 - acc: 0.999 - ETA: 2s - loss: 2.8680e-04 - acc: 0.999 - ETA: 2s - loss: 4.7877e-04 - acc: 0.999 - ETA: 2s - loss: 4.6490e-04 - acc: 0.999 - ETA: 2s - loss: 4.5180e-04 - acc: 0.999 - ETA: 2s - loss: 4.3943e-04 - acc: 0.999 - ETA: 2s - loss: 4.2772e-04 - acc: 0.999 - ETA: 2s - loss: 4.1661e-04 - acc: 0.999 - ETA: 2s - loss: 4.0606e-04 - acc: 0.999 - ETA: 2s - loss: 5.1670e-04 - acc: 0.999 - ETA: 2s - loss: 5.0426e-04 - acc: 0.999 - ETA: 2s - loss: 4.9239e-04 - acc: 0.999 - ETA: 2s - loss: 7.4951e-04 - acc: 0.999 - ETA: 2s - loss: 7.3266e-04 - acc: 0.999 - ETA: 2s - loss: 7.1656e-04 - acc: 0.999 - ETA: 2s - loss: 7.0116e-04 - acc: 0.999 - ETA: 2s - loss: 6.8640e-04 - acc: 0.999 - ETA: 1s - loss: 6.7225e-04 - acc: 0.999 - ETA: 1s - loss: 6.5867e-04 - acc: 0.999 - ETA: 1s - loss: 6.4563e-04 - acc: 0.999 - ETA: 1s - loss: 6.3310e-04 - acc: 0.999 - ETA: 1s - loss: 6.2104e-04 - acc: 0.999 - ETA: 1s - loss: 6.0943e-04 - acc: 0.999 - ETA: 1s - loss: 5.9825e-04 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.9993 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01126: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1128/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1951e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 3s - loss: 1.1947e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01127: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1129/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 1.0000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2564e-04 - acc: 1.000 - ETA: 4s - loss: 8.1345e-04 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9986 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01128: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1130/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01129: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5801 - val_acc: 0.8323 Epoch 1131/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01130: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1132/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.6771e-04 - acc: 1.000 - ETA: 3s - loss: 4.4900e-04 - acc: 1.000 - ETA: 3s - loss: 4.2628e-04 - acc: 1.000 - ETA: 3s - loss: 4.0574e-04 - acc: 1.000 - ETA: 3s - loss: 3.8709e-04 - acc: 1.000 - ETA: 3s - loss: 3.7008e-04 - acc: 1.000 - ETA: 3s - loss: 3.5450e-04 - acc: 1.000 - ETA: 3s - loss: 3.4018e-04 - acc: 1.000 - ETA: 3s - loss: 3.2698e-04 - acc: 1.000 - ETA: 3s - loss: 3.1476e-04 - acc: 1.000 - ETA: 3s - loss: 3.0342e-04 - acc: 1.000 - ETA: 3s - loss: 2.9287e-04 - acc: 1.000 - ETA: 3s - loss: 2.8303e-04 - acc: 1.000 - ETA: 3s - loss: 2.7383e-04 - acc: 1.000 - ETA: 3s - loss: 2.6521e-04 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01131: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1133/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01132: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1134/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01133: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1135/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0414 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01134: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1136/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01135: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1137/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 6.8694e-04 - acc: 0.999 - ETA: 4s - loss: 6.4531e-04 - acc: 0.999 - ETA: 4s - loss: 6.0844e-04 - acc: 0.999 - ETA: 4s - loss: 5.7556e-04 - acc: 0.999 - ETA: 3s - loss: 5.4605e-04 - acc: 0.999 - ETA: 3s - loss: 5.2583e-04 - acc: 0.999 - ETA: 3s - loss: 5.0109e-04 - acc: 0.999 - ETA: 3s - loss: 4.7858e-04 - acc: 0.999 - ETA: 3s - loss: 4.5800e-04 - acc: 0.999 - ETA: 3s - loss: 6.6220e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9990 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01136: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1138/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9980 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8051e-04 - acc: 0.999 - ETA: 4s - loss: 9.2109e-04 - acc: 0.999 - ETA: 3s - loss: 8.6846e-04 - acc: 0.999 - ETA: 3s - loss: 8.2153e-04 - acc: 0.999 - ETA: 3s - loss: 7.7940e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9988 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8556e-04 - acc: 0.999 - ETA: 3s - loss: 9.4940e-04 - acc: 0.999 - ETA: 3s - loss: 9.1580e-04 - acc: 0.999 - ETA: 3s - loss: 8.8449e-04 - acc: 0.999 - ETA: 3s - loss: 8.5525e-04 - acc: 0.999 - ETA: 3s - loss: 8.2789e-04 - acc: 0.999 - ETA: 3s - loss: 8.0222e-04 - acc: 0.999 - ETA: 3s - loss: 7.7810e-04 - acc: 0.999 - ETA: 2s - loss: 7.5538e-04 - acc: 0.999 - ETA: 2s - loss: 7.3396e-04 - acc: 0.999 - ETA: 2s - loss: 7.1371e-04 - acc: 0.999 - ETA: 2s - loss: 6.9456e-04 - acc: 0.999 - ETA: 2s - loss: 6.7640e-04 - acc: 0.999 - ETA: 2s - loss: 6.5917e-04 - acc: 0.999 - ETA: 2s - loss: 6.4280e-04 - acc: 0.999 - ETA: 2s - loss: 9.6370e-04 - acc: 0.999 - ETA: 2s - loss: 9.4089e-04 - acc: 0.999 - ETA: 2s - loss: 9.1914e-04 - acc: 0.999 - ETA: 2s - loss: 8.9837e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9989 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01137: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1139/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 5.4911e-04 - acc: 1.000 - ETA: 4s - loss: 4.8257e-04 - acc: 1.000 - ETA: 4s - loss: 4.3041e-04 - acc: 1.000 - ETA: 4s - loss: 0.0200 - acc: 0.9988 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01138: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1140/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.8227e-04 - acc: 1.000 - ETA: 4s - loss: 5.1171e-04 - acc: 1.000 - ETA: 4s - loss: 4.5640e-04 - acc: 1.000 - ETA: 4s - loss: 4.1188e-04 - acc: 1.000 - ETA: 4s - loss: 3.7528e-04 - acc: 1.000 - ETA: 4s - loss: 3.4466e-04 - acc: 1.000 - ETA: 4s - loss: 9.9652e-04 - acc: 0.999 - ETA: 3s - loss: 9.2659e-04 - acc: 0.999 - ETA: 3s - loss: 8.6584e-04 - acc: 0.999 - ETA: 3s - loss: 8.1257e-04 - acc: 0.999 - ETA: 3s - loss: 7.6547e-04 - acc: 0.999 - ETA: 3s - loss: 7.2353e-04 - acc: 0.999 - ETA: 3s - loss: 6.8595e-04 - acc: 0.999 - ETA: 3s - loss: 6.5208e-04 - acc: 0.999 - ETA: 3s - loss: 6.2140e-04 - acc: 0.999 - ETA: 3s - loss: 5.9348e-04 - acc: 0.999 - ETA: 3s - loss: 5.6796e-04 - acc: 0.999 - ETA: 3s - loss: 5.4454e-04 - acc: 0.999 - ETA: 3s - loss: 5.2298e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9990 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01139: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1141/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1961e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9986 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01140: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1142/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.0467e-04 - acc: 1.000 - ETA: 3s - loss: 4.7542e-04 - acc: 1.000 - ETA: 3s - loss: 4.4937e-04 - acc: 1.000 - ETA: 3s - loss: 6.7078e-04 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9994 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01141: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1143/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1952e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 5.5943e-04 - acc: 1.000 - ETA: 3s - loss: 5.2335e-04 - acc: 1.000 - ETA: 3s - loss: 4.9163e-04 - acc: 1.000 - ETA: 3s - loss: 4.6355e-04 - acc: 1.000 - ETA: 3s - loss: 4.3850e-04 - acc: 1.000 - ETA: 3s - loss: 4.1602e-04 - acc: 1.000 - ETA: 3s - loss: 3.9573e-04 - acc: 1.000 - ETA: 3s - loss: 3.7733e-04 - acc: 1.000 - ETA: 3s - loss: 3.6056e-04 - acc: 1.000 - ETA: 3s - loss: 3.4523e-04 - acc: 1.000 - ETA: 3s - loss: 3.3114e-04 - acc: 1.000 - ETA: 3s - loss: 3.1816e-04 - acc: 1.000 - ETA: 3s - loss: 3.0616e-04 - acc: 1.000 - ETA: 3s - loss: 2.9503e-04 - acc: 1.000 - ETA: 3s - loss: 2.8468e-04 - acc: 1.000 - ETA: 3s - loss: 2.7503e-04 - acc: 1.000 - ETA: 3s - loss: 6.8197e-04 - acc: 0.999 - ETA: 3s - loss: 6.6033e-04 - acc: 0.999 - ETA: 2s - loss: 6.4001e-04 - acc: 0.999 - ETA: 2s - loss: 6.2091e-04 - acc: 0.999 - ETA: 2s - loss: 6.0292e-04 - acc: 0.999 - ETA: 2s - loss: 5.8594e-04 - acc: 0.999 - ETA: 2s - loss: 5.6989e-04 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.9990 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01142: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1144/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01143: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1145/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.5763e-04 - acc: 1.000 - ETA: 4s - loss: 8.0443e-04 - acc: 1.000 - ETA: 4s - loss: 6.9349e-04 - acc: 1.000 - ETA: 4s - loss: 6.0944e-04 - acc: 1.000 - ETA: 4s - loss: 5.4357e-04 - acc: 1.000 - ETA: 4s - loss: 4.9055e-04 - acc: 1.000 - ETA: 4s - loss: 4.4696e-04 - acc: 1.000 - ETA: 4s - loss: 4.1048e-04 - acc: 1.000 - ETA: 4s - loss: 3.8681e-04 - acc: 1.000 - ETA: 4s - loss: 3.5919e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9983 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9985Epoch 01144: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5816 - val_acc: 0.8323 Epoch 1146/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9971 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01145: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5807 - val_acc: 0.8323 Epoch 1147/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 0.9964 - ETA: 5s - loss: 0.0026 - acc: 0.997 - ETA: 5s - loss: 0.0022 - acc: 0.997 - ETA: 5s - loss: 0.0019 - acc: 0.997 - ETA: 5s - loss: 0.0017 - acc: 0.998 - ETA: 5s - loss: 0.0015 - acc: 0.998 - ETA: 5s - loss: 0.0013 - acc: 0.998 - ETA: 5s - loss: 0.0028 - acc: 0.997 - ETA: 5s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01146: val_loss did not improve 6680/6680 [==============================] - 6s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1148/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8715e-04 - acc: 1.000 - ETA: 4s - loss: 9.0489e-04 - acc: 1.000 - ETA: 4s - loss: 8.3530e-04 - acc: 1.000 - ETA: 4s - loss: 7.7564e-04 - acc: 1.000 - ETA: 4s - loss: 7.2394e-04 - acc: 1.000 - ETA: 4s - loss: 6.7870e-04 - acc: 1.000 - ETA: 4s - loss: 6.2650e-04 - acc: 1.000 - ETA: 4s - loss: 5.9233e-04 - acc: 1.000 - ETA: 4s - loss: 5.6170e-04 - acc: 1.000 - ETA: 4s - loss: 5.3408e-04 - acc: 1.000 - ETA: 4s - loss: 5.0905e-04 - acc: 1.000 - ETA: 4s - loss: 4.8627e-04 - acc: 1.000 - ETA: 4s - loss: 4.6543e-04 - acc: 1.000 - ETA: 4s - loss: 4.4631e-04 - acc: 1.000 - ETA: 4s - loss: 4.2870e-04 - acc: 1.000 - ETA: 4s - loss: 4.1242e-04 - acc: 1.000 - ETA: 4s - loss: 3.9255e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9994 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01147: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1149/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01148: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1150/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9999e-04 - acc: 1.000 - ETA: 4s - loss: 8.8889e-04 - acc: 1.000 - ETA: 4s - loss: 7.7421e-04 - acc: 1.000 - ETA: 4s - loss: 6.8575e-04 - acc: 1.000 - ETA: 4s - loss: 6.1542e-04 - acc: 1.000 - ETA: 4s - loss: 5.5819e-04 - acc: 1.000 - ETA: 4s - loss: 5.2179e-04 - acc: 1.000 - ETA: 4s - loss: 4.8985e-04 - acc: 1.000 - ETA: 4s - loss: 4.6160e-04 - acc: 1.000 - ETA: 4s - loss: 0.0148 - acc: 0.9991 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01149: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1151/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0089 - acc: 0.994 - ETA: 4s - loss: 0.0073 - acc: 0.995 - ETA: 4s - loss: 0.0098 - acc: 0.994 - ETA: 4s - loss: 0.0085 - acc: 0.995 - ETA: 4s - loss: 0.0075 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01150: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1152/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01151: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1153/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01152: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1154/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01153: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1155/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0018 - acc: 0.997 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01154: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1156/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01155: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1157/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0086 - acc: 0.9900 - ETA: 4s - loss: 0.0943 - acc: 0.988 - ETA: 4s - loss: 0.0653 - acc: 0.992 - ETA: 4s - loss: 0.0499 - acc: 0.994 - ETA: 4s - loss: 0.0426 - acc: 0.992 - ETA: 4s - loss: 0.0358 - acc: 0.994 - ETA: 4s - loss: 0.0309 - acc: 0.994 - ETA: 4s - loss: 0.0271 - acc: 0.995 - ETA: 4s - loss: 0.0277 - acc: 0.994 - ETA: 4s - loss: 0.0250 - acc: 0.995 - ETA: 4s - loss: 0.0228 - acc: 0.995 - ETA: 4s - loss: 0.0209 - acc: 0.995 - ETA: 4s - loss: 0.0208 - acc: 0.995 - ETA: 3s - loss: 0.0194 - acc: 0.995 - ETA: 3s - loss: 0.0181 - acc: 0.995 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0227 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0208 - acc: 0.996 - ETA: 3s - loss: 0.0199 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01156: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1158/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01157: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1159/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9980 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6848e-04 - acc: 0.999 - ETA: 3s - loss: 9.0498e-04 - acc: 0.999 - ETA: 3s - loss: 8.4930e-04 - acc: 0.999 - ETA: 3s - loss: 8.0007e-04 - acc: 0.999 - ETA: 3s - loss: 7.5624e-04 - acc: 0.999 - ETA: 3s - loss: 7.1696e-04 - acc: 0.999 - ETA: 3s - loss: 6.7325e-04 - acc: 0.999 - ETA: 3s - loss: 6.3456e-04 - acc: 0.999 - ETA: 3s - loss: 5.9363e-04 - acc: 0.999 - ETA: 3s - loss: 5.6916e-04 - acc: 0.999 - ETA: 3s - loss: 5.4662e-04 - acc: 0.999 - ETA: 3s - loss: 5.2580e-04 - acc: 0.999 - ETA: 3s - loss: 5.0651e-04 - acc: 0.999 - ETA: 3s - loss: 4.8859e-04 - acc: 0.999 - ETA: 3s - loss: 4.7189e-04 - acc: 0.999 - ETA: 3s - loss: 4.5629e-04 - acc: 0.999 - ETA: 3s - loss: 4.4169e-04 - acc: 0.999 - ETA: 2s - loss: 4.2800e-04 - acc: 0.999 - ETA: 2s - loss: 4.1513e-04 - acc: 0.999 - ETA: 2s - loss: 3.9722e-04 - acc: 0.999 - ETA: 2s - loss: 3.8343e-04 - acc: 0.999 - ETA: 2s - loss: 3.7307e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9993 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01158: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1160/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 5.4534e-04 - acc: 0.999 - ETA: 3s - loss: 5.1874e-04 - acc: 0.999 - ETA: 3s - loss: 7.9452e-04 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.9989 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01159: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1161/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01160: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1162/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 4.5542e-04 - acc: 1.000 - ETA: 4s - loss: 4.2741e-04 - acc: 1.000 - ETA: 4s - loss: 4.0264e-04 - acc: 1.000 - ETA: 3s - loss: 3.8058e-04 - acc: 1.000 - ETA: 3s - loss: 3.6082e-04 - acc: 1.000 - ETA: 3s - loss: 3.4300e-04 - acc: 1.000 - ETA: 3s - loss: 3.2687e-04 - acc: 1.000 - ETA: 3s - loss: 6.2525e-04 - acc: 1.000 - ETA: 3s - loss: 5.9836e-04 - acc: 1.000 - ETA: 3s - loss: 5.7369e-04 - acc: 1.000 - ETA: 3s - loss: 5.5097e-04 - acc: 1.000 - ETA: 3s - loss: 5.2999e-04 - acc: 1.000 - ETA: 3s - loss: 5.1054e-04 - acc: 1.000 - ETA: 3s - loss: 4.9248e-04 - acc: 1.000 - ETA: 3s - loss: 4.7564e-04 - acc: 1.000 - ETA: 3s - loss: 4.5992e-04 - acc: 1.000 - ETA: 3s - loss: 4.4521e-04 - acc: 1.000 - ETA: 3s - loss: 4.3141e-04 - acc: 1.000 - ETA: 3s - loss: 4.1844e-04 - acc: 1.000 - ETA: 3s - loss: 4.0622e-04 - acc: 1.000 - ETA: 2s - loss: 6.4080e-04 - acc: 1.000 - ETA: 2s - loss: 6.2301e-04 - acc: 1.000 - ETA: 2s - loss: 0.0061 - acc: 0.9997 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01161: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1163/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0059 - acc: 0.9996 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01162: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1164/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0568 - acc: 0.994 - ETA: 4s - loss: 0.0499 - acc: 0.995 - ETA: 4s - loss: 0.0445 - acc: 0.995 - ETA: 4s - loss: 0.0402 - acc: 0.996 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01163: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1165/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7204e-04 - acc: 0.999 - ETA: 4s - loss: 8.9869e-04 - acc: 0.999 - ETA: 4s - loss: 8.3563e-04 - acc: 0.999 - ETA: 4s - loss: 7.8084e-04 - acc: 0.999 - ETA: 4s - loss: 7.3280e-04 - acc: 0.999 - ETA: 4s - loss: 6.9032e-04 - acc: 0.999 - ETA: 4s - loss: 6.5250e-04 - acc: 0.999 - ETA: 3s - loss: 6.1861e-04 - acc: 0.999 - ETA: 3s - loss: 5.8807e-04 - acc: 0.999 - ETA: 3s - loss: 5.6040e-04 - acc: 0.999 - ETA: 3s - loss: 5.3522e-04 - acc: 0.999 - ETA: 3s - loss: 5.1221e-04 - acc: 0.999 - ETA: 3s - loss: 4.9109e-04 - acc: 0.999 - ETA: 3s - loss: 4.7165e-04 - acc: 0.999 - ETA: 3s - loss: 4.5368e-04 - acc: 0.999 - ETA: 3s - loss: 4.4108e-04 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.9991 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01164: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1166/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9900 - ETA: 4s - loss: 0.0046 - acc: 0.993 - ETA: 4s - loss: 0.0031 - acc: 0.995 - ETA: 4s - loss: 0.0023 - acc: 0.996 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2974e-04 - acc: 0.998 - ETA: 4s - loss: 8.4523e-04 - acc: 0.998 - ETA: 4s - loss: 7.7480e-04 - acc: 0.999 - ETA: 4s - loss: 7.1521e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9982 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8480e-04 - acc: 0.998 - ETA: 3s - loss: 9.3846e-04 - acc: 0.998 - ETA: 3s - loss: 9.0647e-04 - acc: 0.998 - ETA: 3s - loss: 8.6707e-04 - acc: 0.998 - ETA: 3s - loss: 8.3094e-04 - acc: 0.999 - ETA: 3s - loss: 7.9771e-04 - acc: 0.999 - ETA: 3s - loss: 7.6703e-04 - acc: 0.999 - ETA: 3s - loss: 7.3863e-04 - acc: 0.999 - ETA: 3s - loss: 7.1225e-04 - acc: 0.999 - ETA: 3s - loss: 6.8770e-04 - acc: 0.999 - ETA: 3s - loss: 6.6478e-04 - acc: 0.999 - ETA: 3s - loss: 6.4334e-04 - acc: 0.999 - ETA: 3s - loss: 6.2324e-04 - acc: 0.999 - ETA: 3s - loss: 6.0435e-04 - acc: 0.999 - ETA: 3s - loss: 9.4643e-04 - acc: 0.998 - ETA: 2s - loss: 9.1287e-04 - acc: 0.998 - ETA: 2s - loss: 8.8769e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9986 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01165: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1167/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9969 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01166: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1168/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5896e-04 - acc: 1.000 - ETA: 4s - loss: 8.4274e-04 - acc: 1.000 - ETA: 4s - loss: 7.5164e-04 - acc: 1.000 - ETA: 4s - loss: 6.7832e-04 - acc: 1.000 - ETA: 4s - loss: 6.1804e-04 - acc: 1.000 - ETA: 4s - loss: 0.0182 - acc: 0.9980 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01167: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1169/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0649 - acc: 0.992 - ETA: 4s - loss: 0.0496 - acc: 0.994 - ETA: 4s - loss: 0.0401 - acc: 0.995 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01168: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1170/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 0.0120 - acc: 0.9993 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01169: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1171/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 3s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4131e-04 - acc: 0.998 - ETA: 3s - loss: 8.5765e-04 - acc: 0.998 - ETA: 3s - loss: 7.8764e-04 - acc: 0.999 - ETA: 3s - loss: 7.2821e-04 - acc: 0.999 - ETA: 3s - loss: 6.7711e-04 - acc: 0.999 - ETA: 3s - loss: 6.3272e-04 - acc: 0.999 - ETA: 3s - loss: 5.9379e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9986 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7115e-04 - acc: 0.998 - ETA: 3s - loss: 9.3111e-04 - acc: 0.999 - ETA: 3s - loss: 8.9424e-04 - acc: 0.999 - ETA: 3s - loss: 8.6018e-04 - acc: 0.999 - ETA: 3s - loss: 8.2861e-04 - acc: 0.999 - ETA: 3s - loss: 7.9929e-04 - acc: 0.999 - ETA: 3s - loss: 7.7196e-04 - acc: 0.999 - ETA: 3s - loss: 7.4645e-04 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.9988 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01170: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1172/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.8573e-04 - acc: 0.999 - ETA: 3s - loss: 9.2508e-04 - acc: 0.999 - ETA: 3s - loss: 8.7146e-04 - acc: 0.999 - ETA: 3s - loss: 8.2371e-04 - acc: 0.999 - ETA: 3s - loss: 7.8093e-04 - acc: 0.999 - ETA: 3s - loss: 7.4237e-04 - acc: 0.999 - ETA: 3s - loss: 7.0744e-04 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.9989 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01171: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1173/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9944 - ETA: 4s - loss: 0.0060 - acc: 0.992 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0037 - acc: 0.995 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01172: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1174/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9944 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.7812e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6064e-04 - acc: 0.999 - ETA: 3s - loss: 9.1544e-04 - acc: 0.999 - ETA: 3s - loss: 8.7431e-04 - acc: 0.999 - ETA: 3s - loss: 8.3671e-04 - acc: 0.999 - ETA: 3s - loss: 8.0221e-04 - acc: 0.999 - ETA: 3s - loss: 7.7044e-04 - acc: 0.999 - ETA: 3s - loss: 7.4110e-04 - acc: 0.999 - ETA: 3s - loss: 7.1390e-04 - acc: 0.999 - ETA: 3s - loss: 6.8864e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9991 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01173: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1175/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1990e-07 - acc: 1.000 - ETA: 4s - loss: 1.1974e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 8.5546e-04 - acc: 1.000 - ETA: 4s - loss: 7.5178e-04 - acc: 1.000 - ETA: 4s - loss: 6.7052e-04 - acc: 1.000 - ETA: 4s - loss: 6.0511e-04 - acc: 1.000 - ETA: 4s - loss: 5.5134e-04 - acc: 1.000 - ETA: 3s - loss: 0.0170 - acc: 0.9990 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01174: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1176/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.4006e-04 - acc: 1.000 - ETA: 4s - loss: 7.2806e-04 - acc: 1.000 - ETA: 4s - loss: 6.4242e-04 - acc: 1.000 - ETA: 4s - loss: 5.7481e-04 - acc: 1.000 - ETA: 4s - loss: 5.2008e-04 - acc: 1.000 - ETA: 3s - loss: 4.7487e-04 - acc: 1.000 - ETA: 3s - loss: 4.3689e-04 - acc: 1.000 - ETA: 3s - loss: 4.0453e-04 - acc: 1.000 - ETA: 3s - loss: 3.7664e-04 - acc: 1.000 - ETA: 3s - loss: 3.5235e-04 - acc: 1.000 - ETA: 3s - loss: 3.3100e-04 - acc: 1.000 - ETA: 3s - loss: 3.1210e-04 - acc: 1.000 - ETA: 3s - loss: 2.9523e-04 - acc: 1.000 - ETA: 3s - loss: 2.8010e-04 - acc: 1.000 - ETA: 3s - loss: 2.6644e-04 - acc: 1.000 - ETA: 3s - loss: 0.0101 - acc: 0.9988 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9986Epoch 01175: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1177/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 5.4069e-04 - acc: 1.000 - ETA: 3s - loss: 5.0524e-04 - acc: 1.000 - ETA: 3s - loss: 4.7416e-04 - acc: 1.000 - ETA: 3s - loss: 4.4668e-04 - acc: 1.000 - ETA: 3s - loss: 4.2221e-04 - acc: 1.000 - ETA: 3s - loss: 9.5334e-04 - acc: 0.999 - ETA: 3s - loss: 9.0627e-04 - acc: 0.999 - ETA: 3s - loss: 8.6362e-04 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.9989 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01176: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1178/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 1.0000 - ETA: 3s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 3s - loss: 0.0035 - acc: 0.996 - ETA: 3s - loss: 0.0060 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.995 - ETA: 3s - loss: 0.0070 - acc: 0.995 - ETA: 3s - loss: 0.0065 - acc: 0.996 - ETA: 3s - loss: 0.0062 - acc: 0.996 - ETA: 3s - loss: 0.0058 - acc: 0.996 - ETA: 3s - loss: 0.0055 - acc: 0.996 - ETA: 3s - loss: 0.0052 - acc: 0.996 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01177: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1179/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01178: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1180/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9976 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.995 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.996 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01179: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1181/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0049 - acc: 1.0000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01180: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1182/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01181: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1183/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.8210e-04 - acc: 1.000 - ETA: 4s - loss: 6.2526e-04 - acc: 1.000 - ETA: 4s - loss: 5.7718e-04 - acc: 1.000 - ETA: 4s - loss: 5.3596e-04 - acc: 1.000 - ETA: 3s - loss: 5.0024e-04 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.9992 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0031 - acc: 0.998 - ETA: 1s - loss: 0.0031 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01182: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1184/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9962 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01183: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1185/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2517e-07 - acc: 1.000 - ETA: 3s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9962 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01184: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1186/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0574e-04 - acc: 0.999 - ETA: 4s - loss: 7.4606e-04 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.9983 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01185: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1187/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9991 - ETA: 4s - loss: 9.3416e-04 - acc: 0.999 - ETA: 3s - loss: 8.7291e-04 - acc: 0.999 - ETA: 3s - loss: 8.1920e-04 - acc: 0.999 - ETA: 3s - loss: 7.7172e-04 - acc: 0.999 - ETA: 3s - loss: 7.2944e-04 - acc: 0.999 - ETA: 3s - loss: 6.9155e-04 - acc: 0.999 - ETA: 3s - loss: 6.5740e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0067 - acc: 0.997 - ETA: 2s - loss: 0.0066 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01186: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1188/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.7916e-04 - acc: 1.000 - ETA: 4s - loss: 8.6049e-04 - acc: 1.000 - ETA: 4s - loss: 7.6748e-04 - acc: 1.000 - ETA: 4s - loss: 6.9261e-04 - acc: 1.000 - ETA: 4s - loss: 6.3106e-04 - acc: 1.000 - ETA: 4s - loss: 5.7955e-04 - acc: 1.000 - ETA: 4s - loss: 5.3582e-04 - acc: 1.000 - ETA: 3s - loss: 4.9823e-04 - acc: 1.000 - ETA: 3s - loss: 4.6557e-04 - acc: 1.000 - ETA: 3s - loss: 4.3692e-04 - acc: 1.000 - ETA: 3s - loss: 4.1160e-04 - acc: 1.000 - ETA: 3s - loss: 3.8905e-04 - acc: 1.000 - ETA: 3s - loss: 3.6885e-04 - acc: 1.000 - ETA: 3s - loss: 3.5064e-04 - acc: 1.000 - ETA: 3s - loss: 8.2776e-04 - acc: 0.999 - ETA: 3s - loss: 7.9056e-04 - acc: 0.999 - ETA: 3s - loss: 7.5656e-04 - acc: 0.999 - ETA: 3s - loss: 7.2537e-04 - acc: 0.999 - ETA: 3s - loss: 6.9665e-04 - acc: 0.999 - ETA: 3s - loss: 6.7011e-04 - acc: 0.999 - ETA: 3s - loss: 6.4552e-04 - acc: 0.999 - ETA: 3s - loss: 8.0976e-04 - acc: 0.999 - ETA: 3s - loss: 7.8208e-04 - acc: 0.999 - ETA: 3s - loss: 7.5623e-04 - acc: 0.999 - ETA: 2s - loss: 7.3203e-04 - acc: 0.999 - ETA: 2s - loss: 7.0934e-04 - acc: 0.999 - ETA: 2s - loss: 6.8801e-04 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.9993 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01187: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1189/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01188: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1190/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.4796e-04 - acc: 1.000 - ETA: 4s - loss: 7.3101e-04 - acc: 1.000 - ETA: 4s - loss: 6.4242e-04 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9986 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01189: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5800 - val_acc: 0.8323 Epoch 1191/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9900 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7100e-04 - acc: 0.999 - ETA: 3s - loss: 9.2305e-04 - acc: 0.999 - ETA: 3s - loss: 8.7962e-04 - acc: 0.999 - ETA: 3s - loss: 8.4009e-04 - acc: 0.999 - ETA: 3s - loss: 8.0396e-04 - acc: 0.999 - ETA: 3s - loss: 7.7082e-04 - acc: 0.999 - ETA: 3s - loss: 7.4029e-04 - acc: 0.999 - ETA: 3s - loss: 7.1210e-04 - acc: 0.999 - ETA: 3s - loss: 6.8597e-04 - acc: 0.999 - ETA: 3s - loss: 6.6169e-04 - acc: 0.999 - ETA: 3s - loss: 6.3907e-04 - acc: 0.999 - ETA: 3s - loss: 6.1795e-04 - acc: 0.999 - ETA: 2s - loss: 5.9818e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9992 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01190: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1192/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6182e-04 - acc: 0.998 - ETA: 4s - loss: 8.7634e-04 - acc: 0.998 - ETA: 4s - loss: 8.0481e-04 - acc: 0.999 - ETA: 4s - loss: 7.4408e-04 - acc: 0.999 - ETA: 3s - loss: 6.9187e-04 - acc: 0.999 - ETA: 3s - loss: 6.4651e-04 - acc: 0.999 - ETA: 3s - loss: 6.0673e-04 - acc: 0.999 - ETA: 3s - loss: 5.7157e-04 - acc: 0.999 - ETA: 3s - loss: 5.4025e-04 - acc: 0.999 - ETA: 3s - loss: 5.1220e-04 - acc: 0.999 - ETA: 3s - loss: 4.8691e-04 - acc: 0.999 - ETA: 3s - loss: 4.6400e-04 - acc: 0.999 - ETA: 3s - loss: 8.9360e-04 - acc: 0.998 - ETA: 3s - loss: 8.5517e-04 - acc: 0.998 - ETA: 3s - loss: 8.1991e-04 - acc: 0.999 - ETA: 3s - loss: 7.8744e-04 - acc: 0.999 - ETA: 3s - loss: 7.5745e-04 - acc: 0.999 - ETA: 3s - loss: 7.2966e-04 - acc: 0.999 - ETA: 3s - loss: 7.0383e-04 - acc: 0.999 - ETA: 3s - loss: 6.7977e-04 - acc: 0.999 - ETA: 3s - loss: 6.5730e-04 - acc: 0.999 - ETA: 2s - loss: 6.3627e-04 - acc: 0.999 - ETA: 2s - loss: 6.1655e-04 - acc: 0.999 - ETA: 2s - loss: 5.9801e-04 - acc: 0.999 - ETA: 2s - loss: 5.8055e-04 - acc: 0.999 - ETA: 2s - loss: 5.6409e-04 - acc: 0.999 - ETA: 2s - loss: 5.4853e-04 - acc: 0.999 - ETA: 2s - loss: 8.3297e-04 - acc: 0.999 - ETA: 2s - loss: 8.1119e-04 - acc: 0.999 - ETA: 2s - loss: 7.9053e-04 - acc: 0.999 - ETA: 2s - loss: 7.7089e-04 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.9988 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01191: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1193/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9986 - ETA: 4s - loss: 9.0708e-04 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7026e-04 - acc: 0.999 - ETA: 3s - loss: 9.1710e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9987 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8697e-04 - acc: 0.999 - ETA: 3s - loss: 9.5323e-04 - acc: 0.999 - ETA: 3s - loss: 9.2172e-04 - acc: 0.999 - ETA: 3s - loss: 8.9223e-04 - acc: 0.999 - ETA: 2s - loss: 8.6457e-04 - acc: 0.999 - ETA: 2s - loss: 8.3857e-04 - acc: 0.999 - ETA: 2s - loss: 8.1409e-04 - acc: 0.999 - ETA: 2s - loss: 7.9100e-04 - acc: 0.999 - ETA: 2s - loss: 7.6918e-04 - acc: 0.999 - ETA: 2s - loss: 7.4854e-04 - acc: 0.999 - ETA: 2s - loss: 7.2897e-04 - acc: 0.999 - ETA: 2s - loss: 7.1040e-04 - acc: 0.999 - ETA: 2s - loss: 6.9275e-04 - acc: 0.999 - ETA: 2s - loss: 6.7596e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9991 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01192: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8323 Epoch 1194/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01193: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1195/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0548e-04 - acc: 1.000 - ETA: 4s - loss: 8.1715e-04 - acc: 1.000 - ETA: 4s - loss: 7.4453e-04 - acc: 1.000 - ETA: 4s - loss: 6.8376e-04 - acc: 1.000 - ETA: 4s - loss: 6.3216e-04 - acc: 1.000 - ETA: 3s - loss: 5.8781e-04 - acc: 1.000 - ETA: 3s - loss: 5.4927e-04 - acc: 1.000 - ETA: 3s - loss: 5.1548e-04 - acc: 1.000 - ETA: 3s - loss: 4.8560e-04 - acc: 1.000 - ETA: 3s - loss: 4.5900e-04 - acc: 1.000 - ETA: 3s - loss: 4.3516e-04 - acc: 1.000 - ETA: 3s - loss: 4.1368e-04 - acc: 1.000 - ETA: 3s - loss: 3.9422e-04 - acc: 1.000 - ETA: 3s - loss: 3.7650e-04 - acc: 1.000 - ETA: 3s - loss: 3.6032e-04 - acc: 1.000 - ETA: 3s - loss: 3.4546e-04 - acc: 1.000 - ETA: 3s - loss: 3.3179e-04 - acc: 1.000 - ETA: 3s - loss: 9.0389e-04 - acc: 0.999 - ETA: 3s - loss: 8.7072e-04 - acc: 0.999 - ETA: 3s - loss: 8.3991e-04 - acc: 0.999 - ETA: 3s - loss: 8.1119e-04 - acc: 0.999 - ETA: 3s - loss: 7.8438e-04 - acc: 0.999 - ETA: 3s - loss: 7.5929e-04 - acc: 0.999 - ETA: 2s - loss: 9.4043e-04 - acc: 0.999 - ETA: 2s - loss: 9.1215e-04 - acc: 0.999 - ETA: 2s - loss: 8.8552e-04 - acc: 0.999 - ETA: 2s - loss: 8.6041e-04 - acc: 0.999 - ETA: 2s - loss: 8.3667e-04 - acc: 0.999 - ETA: 2s - loss: 8.1422e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9993 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01194: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1196/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9987 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01195: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1197/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.7888e-04 - acc: 1.000 - ETA: 4s - loss: 7.8388e-04 - acc: 1.000 - ETA: 4s - loss: 7.0742e-04 - acc: 1.000 - ETA: 4s - loss: 6.4455e-04 - acc: 1.000 - ETA: 4s - loss: 5.9194e-04 - acc: 1.000 - ETA: 3s - loss: 5.4727e-04 - acc: 1.000 - ETA: 3s - loss: 0.0146 - acc: 0.9991 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.9988Epoch 01196: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1198/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.3367e-04 - acc: 1.000 - ETA: 4s - loss: 8.3540e-04 - acc: 1.000 - ETA: 4s - loss: 0.0199 - acc: 0.9988 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01197: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1199/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9944 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2106e-04 - acc: 0.998 - ETA: 4s - loss: 8.3920e-04 - acc: 0.998 - ETA: 3s - loss: 7.7070e-04 - acc: 0.999 - ETA: 3s - loss: 7.1254e-04 - acc: 0.999 - ETA: 3s - loss: 6.6255e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9984 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01198: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1200/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01199: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8335 Epoch 1201/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9976 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01200: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1202/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1940e-07 - acc: 1.000 - ETA: 3s - loss: 1.1939e-07 - acc: 1.000 - ETA: 3s - loss: 7.0093e-04 - acc: 0.999 - ETA: 3s - loss: 6.6253e-04 - acc: 0.999 - ETA: 3s - loss: 6.2812e-04 - acc: 0.999 - ETA: 3s - loss: 5.9711e-04 - acc: 0.999 - ETA: 3s - loss: 7.8902e-04 - acc: 0.999 - ETA: 3s - loss: 7.5356e-04 - acc: 0.999 - ETA: 3s - loss: 7.2116e-04 - acc: 0.999 - ETA: 3s - loss: 6.9142e-04 - acc: 0.999 - ETA: 3s - loss: 6.6405e-04 - acc: 0.999 - ETA: 3s - loss: 9.4705e-04 - acc: 0.999 - ETA: 3s - loss: 9.1230e-04 - acc: 0.999 - ETA: 3s - loss: 8.8001e-04 - acc: 0.999 - ETA: 3s - loss: 8.4993e-04 - acc: 0.999 - ETA: 3s - loss: 8.2184e-04 - acc: 0.999 - ETA: 3s - loss: 7.9554e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9992 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01201: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1203/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.2364e-04 - acc: 1.000 - ETA: 3s - loss: 2.1348e-04 - acc: 1.000 - ETA: 3s - loss: 2.0421e-04 - acc: 1.000 - ETA: 3s - loss: 1.9570e-04 - acc: 1.000 - ETA: 3s - loss: 1.8788e-04 - acc: 1.000 - ETA: 3s - loss: 1.8066e-04 - acc: 1.000 - ETA: 3s - loss: 1.7397e-04 - acc: 1.000 - ETA: 3s - loss: 1.6776e-04 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01202: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1204/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2020e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1964e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9981 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01203: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1205/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9900 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0148 - acc: 0.996 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01204: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1206/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 1.1929e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1931e-07 - acc: 1.000 - ETA: 3s - loss: 1.1930e-07 - acc: 1.000 - ETA: 3s - loss: 1.1936e-07 - acc: 1.000 - ETA: 3s - loss: 3.7436e-04 - acc: 0.999 - ETA: 3s - loss: 3.6023e-04 - acc: 0.999 - ETA: 3s - loss: 3.4714e-04 - acc: 0.999 - ETA: 3s - loss: 3.3496e-04 - acc: 0.999 - ETA: 3s - loss: 3.2361e-04 - acc: 0.999 - ETA: 3s - loss: 3.1301e-04 - acc: 0.999 - ETA: 2s - loss: 3.0307e-04 - acc: 0.999 - ETA: 2s - loss: 2.9375e-04 - acc: 0.999 - ETA: 2s - loss: 5.7496e-04 - acc: 0.999 - ETA: 2s - loss: 8.2887e-04 - acc: 0.998 - ETA: 2s - loss: 8.0553e-04 - acc: 0.998 - ETA: 2s - loss: 7.8346e-04 - acc: 0.999 - ETA: 2s - loss: 7.6257e-04 - acc: 0.999 - ETA: 2s - loss: 7.4277e-04 - acc: 0.999 - ETA: 2s - loss: 7.2397e-04 - acc: 0.999 - ETA: 2s - loss: 7.0609e-04 - acc: 0.999 - ETA: 2s - loss: 6.8908e-04 - acc: 0.999 - ETA: 2s - loss: 7.8447e-04 - acc: 0.999 - ETA: 2s - loss: 7.6644e-04 - acc: 0.999 - ETA: 2s - loss: 7.4922e-04 - acc: 0.999 - ETA: 2s - loss: 7.3275e-04 - acc: 0.999 - ETA: 2s - loss: 7.1700e-04 - acc: 0.999 - ETA: 2s - loss: 7.0191e-04 - acc: 0.999 - ETA: 2s - loss: 6.8744e-04 - acc: 0.999 - ETA: 1s - loss: 6.7355e-04 - acc: 0.999 - ETA: 1s - loss: 6.6022e-04 - acc: 0.999 - ETA: 1s - loss: 6.4740e-04 - acc: 0.999 - ETA: 1s - loss: 6.3507e-04 - acc: 0.999 - ETA: 1s - loss: 6.2320e-04 - acc: 0.999 - ETA: 1s - loss: 6.1177e-04 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.9991 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01205: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1207/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1987e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 3.3288e-04 - acc: 1.000 - ETA: 3s - loss: 3.1106e-04 - acc: 1.000 - ETA: 3s - loss: 2.9193e-04 - acc: 1.000 - ETA: 3s - loss: 2.7501e-04 - acc: 1.000 - ETA: 3s - loss: 2.5995e-04 - acc: 1.000 - ETA: 3s - loss: 2.4645e-04 - acc: 1.000 - ETA: 3s - loss: 2.3429e-04 - acc: 1.000 - ETA: 3s - loss: 6.8036e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9989 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01206: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5779 - val_acc: 0.8335 Epoch 1208/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01207: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1209/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2053e-07 - acc: 1.000 - ETA: 4s - loss: 1.2013e-07 - acc: 1.000 - ETA: 4s - loss: 1.1991e-07 - acc: 1.000 - ETA: 4s - loss: 1.1978e-07 - acc: 1.000 - ETA: 4s - loss: 1.1969e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 3s - loss: 3.3181e-04 - acc: 1.000 - ETA: 3s - loss: 3.1006e-04 - acc: 1.000 - ETA: 3s - loss: 2.9099e-04 - acc: 1.000 - ETA: 3s - loss: 2.7412e-04 - acc: 1.000 - ETA: 3s - loss: 2.5911e-04 - acc: 1.000 - ETA: 3s - loss: 2.4566e-04 - acc: 1.000 - ETA: 3s - loss: 2.3353e-04 - acc: 1.000 - ETA: 3s - loss: 2.2255e-04 - acc: 1.000 - ETA: 3s - loss: 2.1255e-04 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9995 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9986Epoch 01208: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1210/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1923e-07 - acc: 1.000 - ETA: 3s - loss: 1.1923e-07 - acc: 1.000 - ETA: 3s - loss: 2.6910e-04 - acc: 1.000 - ETA: 2s - loss: 2.6076e-04 - acc: 1.000 - ETA: 2s - loss: 2.5293e-04 - acc: 1.000 - ETA: 2s - loss: 2.4554e-04 - acc: 1.000 - ETA: 2s - loss: 2.3858e-04 - acc: 1.000 - ETA: 2s - loss: 2.3200e-04 - acc: 1.000 - ETA: 2s - loss: 2.2578e-04 - acc: 1.000 - ETA: 2s - loss: 2.1988e-04 - acc: 1.000 - ETA: 2s - loss: 2.1428e-04 - acc: 1.000 - ETA: 2s - loss: 2.0896e-04 - acc: 1.000 - ETA: 2s - loss: 8.1426e-04 - acc: 0.999 - ETA: 2s - loss: 7.9499e-04 - acc: 0.999 - ETA: 2s - loss: 7.7661e-04 - acc: 0.999 - ETA: 2s - loss: 7.5906e-04 - acc: 0.999 - ETA: 2s - loss: 7.4229e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9995 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9169e-04 - acc: 0.999 - ETA: 1s - loss: 9.7156e-04 - acc: 0.999 - ETA: 1s - loss: 9.5223e-04 - acc: 0.999 - ETA: 1s - loss: 9.3365e-04 - acc: 0.999 - ETA: 1s - loss: 9.1578e-04 - acc: 0.999 - ETA: 1s - loss: 8.9859e-04 - acc: 0.999 - ETA: 1s - loss: 8.8203e-04 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.9995 - ETA: 1s - loss: 9.9182e-04 - acc: 0.999 - ETA: 1s - loss: 9.7450e-04 - acc: 0.999 - ETA: 1s - loss: 9.5777e-04 - acc: 0.999 - ETA: 1s - loss: 9.4161e-04 - acc: 0.999 - ETA: 1s - loss: 9.2598e-04 - acc: 0.999 - ETA: 1s - loss: 9.1087e-04 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.9994 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0020 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01209: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1211/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01210: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1212/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 9.1875e-04 - acc: 0.999 - ETA: 3s - loss: 8.4942e-04 - acc: 0.999 - ETA: 3s - loss: 7.8982e-04 - acc: 0.999 - ETA: 3s - loss: 7.3804e-04 - acc: 0.999 - ETA: 3s - loss: 6.9263e-04 - acc: 0.999 - ETA: 3s - loss: 6.5248e-04 - acc: 0.999 - ETA: 3s - loss: 6.2530e-04 - acc: 0.999 - ETA: 3s - loss: 5.8470e-04 - acc: 0.999 - ETA: 3s - loss: 5.5584e-04 - acc: 0.999 - ETA: 3s - loss: 5.2968e-04 - acc: 0.999 - ETA: 3s - loss: 5.0588e-04 - acc: 0.999 - ETA: 3s - loss: 4.8413e-04 - acc: 0.999 - ETA: 3s - loss: 4.6417e-04 - acc: 0.999 - ETA: 3s - loss: 8.2120e-04 - acc: 0.999 - ETA: 3s - loss: 7.8992e-04 - acc: 0.999 - ETA: 3s - loss: 7.6094e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9991 - ETA: 3s - loss: 9.8929e-04 - acc: 0.999 - ETA: 3s - loss: 9.5659e-04 - acc: 0.999 - ETA: 3s - loss: 9.2598e-04 - acc: 0.999 - ETA: 2s - loss: 8.9727e-04 - acc: 0.999 - ETA: 2s - loss: 8.7029e-04 - acc: 0.999 - ETA: 2s - loss: 8.4489e-04 - acc: 0.999 - ETA: 2s - loss: 8.2092e-04 - acc: 0.999 - ETA: 2s - loss: 7.9828e-04 - acc: 0.999 - ETA: 2s - loss: 7.7685e-04 - acc: 0.999 - ETA: 2s - loss: 8.8220e-04 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.9990 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01211: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8335 Epoch 1213/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0476 - acc: 0.9944 - ETA: 4s - loss: 0.0389 - acc: 0.995 - ETA: 4s - loss: 0.0306 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01212: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1214/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9988 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.3622e-04 - acc: 0.999 - ETA: 3s - loss: 8.7862e-04 - acc: 0.999 - ETA: 3s - loss: 8.2769e-04 - acc: 0.999 - ETA: 3s - loss: 7.8234e-04 - acc: 0.999 - ETA: 3s - loss: 7.4171e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6956e-04 - acc: 0.999 - ETA: 3s - loss: 9.2958e-04 - acc: 0.999 - ETA: 3s - loss: 8.9277e-04 - acc: 0.999 - ETA: 3s - loss: 8.5876e-04 - acc: 0.999 - ETA: 3s - loss: 8.2725e-04 - acc: 0.999 - ETA: 3s - loss: 7.9797e-04 - acc: 0.999 - ETA: 3s - loss: 7.7070e-04 - acc: 0.999 - ETA: 3s - loss: 7.4522e-04 - acc: 0.999 - ETA: 2s - loss: 7.2138e-04 - acc: 0.999 - ETA: 2s - loss: 6.9902e-04 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.9992 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01213: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1215/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9962 - ETA: 5s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6569e-04 - acc: 0.999 - ETA: 3s - loss: 9.3268e-04 - acc: 0.999 - ETA: 3s - loss: 9.0185e-04 - acc: 0.999 - ETA: 3s - loss: 8.7300e-04 - acc: 0.999 - ETA: 3s - loss: 8.4593e-04 - acc: 0.999 - ETA: 2s - loss: 8.2049e-04 - acc: 0.999 - ETA: 2s - loss: 7.9654e-04 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.9989 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01214: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1216/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9900 - ETA: 4s - loss: 0.0042 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7806e-04 - acc: 0.998 - ETA: 4s - loss: 8.8709e-04 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.9979 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01215: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1217/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.2015 - acc: 0.9875 - ETA: 4s - loss: 0.1151 - acc: 0.992 - ETA: 4s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01216: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1218/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.9604e-04 - acc: 0.998 - ETA: 4s - loss: 8.9888e-04 - acc: 0.998 - ETA: 4s - loss: 8.1899e-04 - acc: 0.998 - ETA: 4s - loss: 7.5214e-04 - acc: 0.999 - ETA: 4s - loss: 6.9539e-04 - acc: 0.999 - ETA: 4s - loss: 6.5814e-04 - acc: 0.999 - ETA: 4s - loss: 6.1427e-04 - acc: 0.999 - ETA: 4s - loss: 5.7589e-04 - acc: 0.999 - ETA: 4s - loss: 5.4202e-04 - acc: 0.999 - ETA: 4s - loss: 5.1912e-04 - acc: 0.999 - ETA: 4s - loss: 4.9144e-04 - acc: 0.999 - ETA: 3s - loss: 4.6656e-04 - acc: 0.999 - ETA: 3s - loss: 4.4409e-04 - acc: 0.999 - ETA: 3s - loss: 4.2367e-04 - acc: 0.999 - ETA: 3s - loss: 4.0955e-04 - acc: 0.999 - ETA: 3s - loss: 3.9213e-04 - acc: 0.999 - ETA: 3s - loss: 3.7613e-04 - acc: 0.999 - ETA: 3s - loss: 6.6073e-04 - acc: 0.999 - ETA: 3s - loss: 6.4186e-04 - acc: 0.999 - ETA: 3s - loss: 6.1831e-04 - acc: 0.999 - ETA: 3s - loss: 5.9643e-04 - acc: 0.999 - ETA: 3s - loss: 5.7604e-04 - acc: 0.999 - ETA: 3s - loss: 5.6164e-04 - acc: 0.999 - ETA: 3s - loss: 5.4795e-04 - acc: 0.999 - ETA: 3s - loss: 5.3490e-04 - acc: 0.999 - ETA: 3s - loss: 5.1845e-04 - acc: 0.999 - ETA: 3s - loss: 5.0297e-04 - acc: 0.999 - ETA: 3s - loss: 4.9196e-04 - acc: 0.999 - ETA: 3s - loss: 4.7801e-04 - acc: 0.999 - ETA: 2s - loss: 4.6805e-04 - acc: 0.999 - ETA: 2s - loss: 4.5541e-04 - acc: 0.999 - ETA: 2s - loss: 4.4343e-04 - acc: 0.999 - ETA: 2s - loss: 4.3206e-04 - acc: 0.999 - ETA: 2s - loss: 4.2126e-04 - acc: 0.999 - ETA: 2s - loss: 4.1099e-04 - acc: 0.999 - ETA: 2s - loss: 7.9147e-04 - acc: 0.999 - ETA: 2s - loss: 7.7307e-04 - acc: 0.999 - ETA: 2s - loss: 7.5550e-04 - acc: 0.999 - ETA: 2s - loss: 7.3871e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9992 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01217: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1219/2000 6640/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.9900 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01218: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1220/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01219: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1221/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 4.8545e-04 - acc: 0.999 - ETA: 2s - loss: 4.7128e-04 - acc: 0.999 - ETA: 2s - loss: 4.5791e-04 - acc: 0.999 - ETA: 2s - loss: 4.4529e-04 - acc: 0.999 - ETA: 2s - loss: 4.3333e-04 - acc: 0.999 - ETA: 2s - loss: 7.2551e-04 - acc: 0.999 - ETA: 2s - loss: 7.0703e-04 - acc: 0.999 - ETA: 2s - loss: 6.8947e-04 - acc: 0.999 - ETA: 2s - loss: 6.7276e-04 - acc: 0.999 - ETA: 2s - loss: 6.5684e-04 - acc: 0.999 - ETA: 2s - loss: 6.4165e-04 - acc: 0.999 - ETA: 2s - loss: 6.2715e-04 - acc: 0.999 - ETA: 2s - loss: 6.1330e-04 - acc: 0.999 - ETA: 2s - loss: 6.0004e-04 - acc: 0.999 - ETA: 2s - loss: 5.8734e-04 - acc: 0.999 - ETA: 2s - loss: 5.7517e-04 - acc: 0.999 - ETA: 1s - loss: 5.6350e-04 - acc: 0.999 - ETA: 1s - loss: 5.5228e-04 - acc: 0.999 - ETA: 1s - loss: 5.4151e-04 - acc: 0.999 - ETA: 1s - loss: 5.3115e-04 - acc: 0.999 - ETA: 1s - loss: 5.2118e-04 - acc: 0.999 - ETA: 1s - loss: 5.1157e-04 - acc: 0.999 - ETA: 1s - loss: 5.0231e-04 - acc: 0.999 - ETA: 1s - loss: 4.9339e-04 - acc: 0.999 - ETA: 1s - loss: 4.8477e-04 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.9994 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01220: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8335 Epoch 1222/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8867e-04 - acc: 0.998 - ETA: 4s - loss: 8.9223e-04 - acc: 0.998 - ETA: 4s - loss: 8.1293e-04 - acc: 0.998 - ETA: 3s - loss: 7.4658e-04 - acc: 0.999 - ETA: 3s - loss: 6.9024e-04 - acc: 0.999 - ETA: 3s - loss: 6.4181e-04 - acc: 0.999 - ETA: 3s - loss: 5.9973e-04 - acc: 0.999 - ETA: 3s - loss: 5.6283e-04 - acc: 0.999 - ETA: 3s - loss: 5.3021e-04 - acc: 0.999 - ETA: 3s - loss: 5.0117e-04 - acc: 0.999 - ETA: 3s - loss: 4.7514e-04 - acc: 0.999 - ETA: 3s - loss: 4.5168e-04 - acc: 0.999 - ETA: 3s - loss: 4.3043e-04 - acc: 0.999 - ETA: 3s - loss: 4.1109e-04 - acc: 0.999 - ETA: 3s - loss: 3.9342e-04 - acc: 0.999 - ETA: 3s - loss: 3.7720e-04 - acc: 0.999 - ETA: 3s - loss: 6.4287e-04 - acc: 0.999 - ETA: 3s - loss: 6.1839e-04 - acc: 0.999 - ETA: 3s - loss: 5.9570e-04 - acc: 0.999 - ETA: 3s - loss: 5.7462e-04 - acc: 0.999 - ETA: 3s - loss: 5.5498e-04 - acc: 0.999 - ETA: 3s - loss: 5.3663e-04 - acc: 0.999 - ETA: 2s - loss: 5.1947e-04 - acc: 0.999 - ETA: 2s - loss: 5.0336e-04 - acc: 0.999 - ETA: 2s - loss: 4.8823e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9993 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01221: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1223/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01222: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1224/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0069 - acc: 1.0000 - ETA: 5s - loss: 0.0070 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9989Epoch 01223: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1225/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01224: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1226/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01225: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1227/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01226: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1228/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01227: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1229/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01228: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1230/2000 6580/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9900 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01229: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1231/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9980 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6779e-04 - acc: 0.999 - ETA: 3s - loss: 9.2947e-04 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.9990 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01230: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1232/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.999 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 01231: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1233/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9962 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4479e-04 - acc: 0.999 - ETA: 4s - loss: 8.8284e-04 - acc: 0.999 - ETA: 4s - loss: 8.2852e-04 - acc: 0.999 - ETA: 4s - loss: 7.8050e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9986 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8536e-04 - acc: 0.998 - ETA: 3s - loss: 9.4473e-04 - acc: 0.999 - ETA: 3s - loss: 9.0732e-04 - acc: 0.999 - ETA: 3s - loss: 8.7276e-04 - acc: 0.999 - ETA: 3s - loss: 8.4074e-04 - acc: 0.999 - ETA: 3s - loss: 8.1822e-04 - acc: 0.999 - ETA: 3s - loss: 7.9001e-04 - acc: 0.999 - ETA: 3s - loss: 7.6368e-04 - acc: 0.999 - ETA: 3s - loss: 7.3905e-04 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.9988 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01232: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 1234/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.0000 - ETA: 5s - loss: 0.0027 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9131e-04 - acc: 1.000 - ETA: 4s - loss: 8.8416e-04 - acc: 1.000 - ETA: 4s - loss: 8.1785e-04 - acc: 1.000 - ETA: 4s - loss: 7.2699e-04 - acc: 1.000 - ETA: 4s - loss: 6.8156e-04 - acc: 1.000 - ETA: 4s - loss: 6.4148e-04 - acc: 1.000 - ETA: 4s - loss: 5.9484e-04 - acc: 1.000 - ETA: 4s - loss: 5.6407e-04 - acc: 1.000 - ETA: 4s - loss: 5.2769e-04 - acc: 1.000 - ETA: 4s - loss: 5.0334e-04 - acc: 1.000 - ETA: 4s - loss: 4.7417e-04 - acc: 1.000 - ETA: 4s - loss: 4.5442e-04 - acc: 1.000 - ETA: 4s - loss: 4.2492e-04 - acc: 1.000 - ETA: 4s - loss: 4.0394e-04 - acc: 1.000 - ETA: 4s - loss: 3.8494e-04 - acc: 1.000 - ETA: 3s - loss: 3.6356e-04 - acc: 1.000 - ETA: 3s - loss: 3.4809e-04 - acc: 1.000 - ETA: 3s - loss: 3.3389e-04 - acc: 1.000 - ETA: 3s - loss: 3.2397e-04 - acc: 1.000 - ETA: 3s - loss: 3.1463e-04 - acc: 1.000 - ETA: 3s - loss: 3.0581e-04 - acc: 1.000 - ETA: 3s - loss: 2.9480e-04 - acc: 1.000 - ETA: 3s - loss: 2.8704e-04 - acc: 1.000 - ETA: 3s - loss: 2.7969e-04 - acc: 1.000 - ETA: 3s - loss: 2.7044e-04 - acc: 1.000 - ETA: 3s - loss: 2.6179e-04 - acc: 1.000 - ETA: 3s - loss: 2.5368e-04 - acc: 1.000 - ETA: 3s - loss: 2.4605e-04 - acc: 1.000 - ETA: 3s - loss: 2.4063e-04 - acc: 1.000 - ETA: 3s - loss: 2.3210e-04 - acc: 1.000 - ETA: 3s - loss: 2.2727e-04 - acc: 1.000 - ETA: 2s - loss: 2.2113e-04 - acc: 1.000 - ETA: 2s - loss: 2.1674e-04 - acc: 1.000 - ETA: 2s - loss: 2.1115e-04 - acc: 1.000 - ETA: 2s - loss: 2.0584e-04 - acc: 1.000 - ETA: 2s - loss: 2.0079e-04 - acc: 1.000 - ETA: 2s - loss: 1.9598e-04 - acc: 1.000 - ETA: 2s - loss: 0.0049 - acc: 0.9997 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01233: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1235/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 7.2601e-04 - acc: 0.999 - ETA: 4s - loss: 6.7122e-04 - acc: 0.999 - ETA: 3s - loss: 6.2413e-04 - acc: 0.999 - ETA: 3s - loss: 5.8321e-04 - acc: 0.999 - ETA: 3s - loss: 5.4733e-04 - acc: 0.999 - ETA: 3s - loss: 5.1560e-04 - acc: 0.999 - ETA: 3s - loss: 4.8736e-04 - acc: 0.999 - ETA: 3s - loss: 4.6205e-04 - acc: 0.999 - ETA: 3s - loss: 4.3924e-04 - acc: 0.999 - ETA: 3s - loss: 4.1857e-04 - acc: 0.999 - ETA: 3s - loss: 3.9976e-04 - acc: 0.999 - ETA: 3s - loss: 3.8258e-04 - acc: 0.999 - ETA: 3s - loss: 3.6680e-04 - acc: 0.999 - ETA: 3s - loss: 3.5228e-04 - acc: 0.999 - ETA: 3s - loss: 3.3887e-04 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.9991 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01234: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1236/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9986 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.3779e-04 - acc: 0.999 - ETA: 3s - loss: 8.8009e-04 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.9986 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01235: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1237/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1638e-04 - acc: 1.000 - ETA: 4s - loss: 8.2699e-04 - acc: 1.000 - ETA: 4s - loss: 7.5349e-04 - acc: 1.000 - ETA: 4s - loss: 6.9199e-04 - acc: 1.000 - ETA: 3s - loss: 6.3977e-04 - acc: 1.000 - ETA: 3s - loss: 5.9489e-04 - acc: 1.000 - ETA: 3s - loss: 5.5589e-04 - acc: 1.000 - ETA: 3s - loss: 5.2168e-04 - acc: 1.000 - ETA: 3s - loss: 4.9145e-04 - acc: 1.000 - ETA: 3s - loss: 4.6453e-04 - acc: 1.000 - ETA: 3s - loss: 4.4040e-04 - acc: 1.000 - ETA: 3s - loss: 4.1866e-04 - acc: 1.000 - ETA: 3s - loss: 3.9896e-04 - acc: 1.000 - ETA: 3s - loss: 3.8104e-04 - acc: 1.000 - ETA: 3s - loss: 3.6465e-04 - acc: 1.000 - ETA: 3s - loss: 3.4962e-04 - acc: 1.000 - ETA: 3s - loss: 9.0141e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01236: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1238/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.6316e-04 - acc: 0.998 - ETA: 4s - loss: 7.8645e-04 - acc: 0.998 - ETA: 4s - loss: 7.2226e-04 - acc: 0.999 - ETA: 4s - loss: 6.6775e-04 - acc: 0.999 - ETA: 3s - loss: 6.2090e-04 - acc: 0.999 - ETA: 3s - loss: 5.8020e-04 - acc: 0.999 - ETA: 3s - loss: 5.4450e-04 - acc: 0.999 - ETA: 3s - loss: 5.1294e-04 - acc: 0.999 - ETA: 3s - loss: 4.8484e-04 - acc: 0.999 - ETA: 3s - loss: 4.5966e-04 - acc: 0.999 - ETA: 3s - loss: 4.3697e-04 - acc: 0.999 - ETA: 3s - loss: 4.1641e-04 - acc: 0.999 - ETA: 3s - loss: 3.9770e-04 - acc: 0.999 - ETA: 3s - loss: 3.8060e-04 - acc: 0.999 - ETA: 3s - loss: 3.6491e-04 - acc: 0.999 - ETA: 3s - loss: 3.5046e-04 - acc: 0.999 - ETA: 3s - loss: 3.3712e-04 - acc: 0.999 - ETA: 3s - loss: 7.2765e-04 - acc: 0.999 - ETA: 3s - loss: 7.0190e-04 - acc: 0.999 - ETA: 3s - loss: 6.7791e-04 - acc: 0.999 - ETA: 3s - loss: 6.5550e-04 - acc: 0.999 - ETA: 3s - loss: 9.1909e-04 - acc: 0.998 - ETA: 2s - loss: 8.9060e-04 - acc: 0.998 - ETA: 2s - loss: 8.6382e-04 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.9985 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01237: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1239/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9970 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7967e-04 - acc: 0.998 - ETA: 3s - loss: 9.3357e-04 - acc: 0.998 - ETA: 3s - loss: 8.9162e-04 - acc: 0.998 - ETA: 3s - loss: 8.5327e-04 - acc: 0.998 - ETA: 3s - loss: 8.1809e-04 - acc: 0.999 - ETA: 3s - loss: 7.8570e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9986 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8266e-04 - acc: 0.998 - ETA: 3s - loss: 9.5018e-04 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 9.7940e-04 - acc: 0.998 - ETA: 2s - loss: 9.5162e-04 - acc: 0.998 - ETA: 2s - loss: 9.2537e-04 - acc: 0.999 - ETA: 2s - loss: 9.0053e-04 - acc: 0.999 - ETA: 2s - loss: 8.7699e-04 - acc: 0.999 - ETA: 2s - loss: 8.5465e-04 - acc: 0.999 - ETA: 2s - loss: 8.3342e-04 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.9988 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01238: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1240/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01239: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1241/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.0328 - acc: 1.000 - ETA: 5s - loss: 0.0066 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6168e-04 - acc: 0.999 - ETA: 3s - loss: 9.1173e-04 - acc: 0.999 - ETA: 3s - loss: 8.6671e-04 - acc: 0.999 - ETA: 3s - loss: 8.2593e-04 - acc: 0.999 - ETA: 3s - loss: 7.8881e-04 - acc: 0.999 - ETA: 3s - loss: 7.5489e-04 - acc: 0.999 - ETA: 3s - loss: 7.2377e-04 - acc: 0.999 - ETA: 3s - loss: 6.9511e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9990 - ETA: 3s - loss: 9.6532e-04 - acc: 0.999 - ETA: 3s - loss: 9.3115e-04 - acc: 0.999 - ETA: 3s - loss: 8.9932e-04 - acc: 0.999 - ETA: 3s - loss: 8.6960e-04 - acc: 0.999 - ETA: 3s - loss: 8.4177e-04 - acc: 0.999 - ETA: 2s - loss: 8.1568e-04 - acc: 0.999 - ETA: 2s - loss: 7.9115e-04 - acc: 0.999 - ETA: 2s - loss: 7.6805e-04 - acc: 0.999 - ETA: 2s - loss: 7.4627e-04 - acc: 0.999 - ETA: 2s - loss: 7.2568e-04 - acc: 0.999 - ETA: 2s - loss: 7.0620e-04 - acc: 0.999 - ETA: 2s - loss: 6.8774e-04 - acc: 0.999 - ETA: 2s - loss: 6.7023e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9991 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01240: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1242/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0304 - acc: 0.996 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01241: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8335 Epoch 1243/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 9.5862e-04 - acc: 0.998 - ETA: 4s - loss: 8.8037e-04 - acc: 0.999 - ETA: 4s - loss: 8.1394e-04 - acc: 0.999 - ETA: 4s - loss: 7.5683e-04 - acc: 0.999 - ETA: 4s - loss: 7.0721e-04 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.9992 - ETA: 3s - loss: 9.4667e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9993 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01242: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1244/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9975 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01243: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8335 Epoch 1245/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01244: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1246/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01245: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8335 Epoch 1247/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1937e-07 - acc: 1.000 - ETA: 5s - loss: 1.1935e-07 - acc: 1.000 - ETA: 5s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1924e-07 - acc: 1.000 - ETA: 4s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 4.2386e-04 - acc: 0.999 - ETA: 3s - loss: 4.0656e-04 - acc: 0.999 - ETA: 3s - loss: 3.9062e-04 - acc: 0.999 - ETA: 3s - loss: 3.7589e-04 - acc: 0.999 - ETA: 3s - loss: 3.6222e-04 - acc: 0.999 - ETA: 3s - loss: 3.4952e-04 - acc: 0.999 - ETA: 3s - loss: 3.3767e-04 - acc: 0.999 - ETA: 3s - loss: 3.2930e-04 - acc: 0.999 - ETA: 3s - loss: 3.1877e-04 - acc: 0.999 - ETA: 3s - loss: 3.0889e-04 - acc: 0.999 - ETA: 3s - loss: 2.9960e-04 - acc: 0.999 - ETA: 3s - loss: 2.9086e-04 - acc: 0.999 - ETA: 3s - loss: 2.8463e-04 - acc: 0.999 - ETA: 3s - loss: 2.7673e-04 - acc: 0.999 - ETA: 3s - loss: 2.6925e-04 - acc: 0.999 - ETA: 2s - loss: 2.6217e-04 - acc: 0.999 - ETA: 2s - loss: 2.5545e-04 - acc: 0.999 - ETA: 2s - loss: 2.4907e-04 - acc: 0.999 - ETA: 2s - loss: 4.9639e-04 - acc: 0.999 - ETA: 2s - loss: 4.8742e-04 - acc: 0.999 - ETA: 2s - loss: 4.7877e-04 - acc: 0.999 - ETA: 2s - loss: 4.6770e-04 - acc: 0.999 - ETA: 2s - loss: 4.5714e-04 - acc: 0.999 - ETA: 2s - loss: 4.4952e-04 - acc: 0.999 - ETA: 2s - loss: 4.4215e-04 - acc: 0.999 - ETA: 2s - loss: 4.3270e-04 - acc: 0.999 - ETA: 2s - loss: 4.2364e-04 - acc: 0.999 - ETA: 2s - loss: 4.1709e-04 - acc: 0.999 - ETA: 2s - loss: 4.0866e-04 - acc: 0.999 - ETA: 2s - loss: 4.0057e-04 - acc: 0.999 - ETA: 2s - loss: 3.9280e-04 - acc: 0.999 - ETA: 2s - loss: 3.8716e-04 - acc: 0.999 - ETA: 2s - loss: 3.8168e-04 - acc: 0.999 - ETA: 1s - loss: 3.7636e-04 - acc: 0.999 - ETA: 1s - loss: 3.7118e-04 - acc: 0.999 - ETA: 1s - loss: 3.6450e-04 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.9993 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01246: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1248/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 6.6733e-04 - acc: 0.999 - ETA: 3s - loss: 6.2898e-04 - acc: 0.999 - ETA: 3s - loss: 6.0802e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9989 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01247: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1249/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.5863e-04 - acc: 0.999 - ETA: 3s - loss: 5.3105e-04 - acc: 0.999 - ETA: 3s - loss: 7.7235e-04 - acc: 0.999 - ETA: 3s - loss: 7.3765e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9984 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 01248: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1250/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.4858e-04 - acc: 1.000 - ETA: 4s - loss: 8.3361e-04 - acc: 1.000 - ETA: 4s - loss: 7.4351e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9988 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9119e-04 - acc: 0.999 - ETA: 3s - loss: 9.3688e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01249: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1251/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.4804e-04 - acc: 1.000 - ETA: 4s - loss: 8.3314e-04 - acc: 1.000 - ETA: 4s - loss: 7.4309e-04 - acc: 1.000 - ETA: 4s - loss: 6.7060e-04 - acc: 1.000 - ETA: 4s - loss: 6.1100e-04 - acc: 1.000 - ETA: 4s - loss: 5.6114e-04 - acc: 1.000 - ETA: 3s - loss: 0.0157 - acc: 0.9991 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01250: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1252/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9977 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6000e-04 - acc: 0.998 - ETA: 3s - loss: 9.1536e-04 - acc: 0.998 - ETA: 3s - loss: 8.7468e-04 - acc: 0.998 - ETA: 3s - loss: 8.3746e-04 - acc: 0.998 - ETA: 3s - loss: 8.0329e-04 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.9980 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.998 - ETA: 0s - loss: 0.0038 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9985Epoch 01251: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1253/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.0877e-04 - acc: 0.999 - ETA: 3s - loss: 6.7196e-04 - acc: 0.999 - ETA: 3s - loss: 6.3878e-04 - acc: 0.999 - ETA: 3s - loss: 6.0873e-04 - acc: 0.999 - ETA: 3s - loss: 5.8138e-04 - acc: 0.999 - ETA: 3s - loss: 5.5638e-04 - acc: 0.999 - ETA: 3s - loss: 5.3344e-04 - acc: 0.999 - ETA: 3s - loss: 5.1232e-04 - acc: 0.999 - ETA: 3s - loss: 4.9280e-04 - acc: 0.999 - ETA: 3s - loss: 9.6852e-04 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.9982 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01252: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1254/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01253: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1255/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0044 - acc: 1.0000 - ETA: 4s - loss: 0.0072 - acc: 0.994 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01254: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8335 Epoch 1256/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01255: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8335 Epoch 1257/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.7932e-04 - acc: 0.999 - ETA: 3s - loss: 5.4574e-04 - acc: 0.999 - ETA: 3s - loss: 5.1585e-04 - acc: 0.999 - ETA: 3s - loss: 4.8279e-04 - acc: 0.999 - ETA: 3s - loss: 4.5924e-04 - acc: 0.999 - ETA: 3s - loss: 4.3789e-04 - acc: 0.999 - ETA: 3s - loss: 4.1383e-04 - acc: 0.999 - ETA: 3s - loss: 3.9229e-04 - acc: 0.999 - ETA: 3s - loss: 3.7660e-04 - acc: 0.999 - ETA: 3s - loss: 8.3344e-04 - acc: 0.999 - ETA: 3s - loss: 8.0258e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9987 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01256: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8335 Epoch 1258/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4050e-04 - acc: 0.999 - ETA: 4s - loss: 8.7333e-04 - acc: 0.999 - ETA: 4s - loss: 8.1512e-04 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.9992 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01257: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8335 Epoch 1259/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9989 - ETA: 4s - loss: 9.8920e-04 - acc: 0.999 - ETA: 4s - loss: 9.1593e-04 - acc: 0.999 - ETA: 4s - loss: 8.5277e-04 - acc: 0.999 - ETA: 4s - loss: 7.9776e-04 - acc: 0.999 - ETA: 4s - loss: 7.4942e-04 - acc: 0.999 - ETA: 4s - loss: 7.1684e-04 - acc: 0.999 - ETA: 4s - loss: 6.7757e-04 - acc: 0.999 - ETA: 4s - loss: 6.5083e-04 - acc: 0.999 - ETA: 4s - loss: 6.1829e-04 - acc: 0.999 - ETA: 3s - loss: 5.9595e-04 - acc: 0.999 - ETA: 3s - loss: 5.6856e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9989 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8237e-04 - acc: 0.999 - ETA: 3s - loss: 9.5319e-04 - acc: 0.999 - ETA: 3s - loss: 9.2570e-04 - acc: 0.999 - ETA: 3s - loss: 8.9975e-04 - acc: 0.999 - ETA: 3s - loss: 8.7521e-04 - acc: 0.999 - ETA: 3s - loss: 8.4451e-04 - acc: 0.999 - ETA: 3s - loss: 8.1588e-04 - acc: 0.999 - ETA: 3s - loss: 7.9566e-04 - acc: 0.999 - ETA: 3s - loss: 7.7020e-04 - acc: 0.999 - ETA: 3s - loss: 7.4632e-04 - acc: 0.999 - ETA: 3s - loss: 7.2388e-04 - acc: 0.999 - ETA: 3s - loss: 7.0275e-04 - acc: 0.999 - ETA: 3s - loss: 6.8282e-04 - acc: 0.999 - ETA: 3s - loss: 6.6398e-04 - acc: 0.999 - ETA: 2s - loss: 6.5053e-04 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.9990 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9986Epoch 01258: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8335 Epoch 1260/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.8576e-04 - acc: 0.999 - ETA: 4s - loss: 5.5533e-04 - acc: 0.999 - ETA: 3s - loss: 5.2792e-04 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.9988 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01259: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1261/2000 6640/6680 [============================>.] - ETA: 1s - loss: 0.0248 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01260: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1262/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5295e-04 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.9986 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01261: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1263/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0106 - acc: 0.9993 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01262: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1264/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01263: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 1265/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9962 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9985Epoch 01264: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 1266/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01265: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8335 Epoch 1267/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01266: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8335 Epoch 1268/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 9.2368e-04 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.9978 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01267: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8335 Epoch 1269/2000 6640/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9971 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9862e-04 - acc: 0.998 - ETA: 4s - loss: 9.1711e-04 - acc: 0.999 - ETA: 4s - loss: 8.4791e-04 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.9982 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01268: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1270/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01269: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8335 Epoch 1271/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01270: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1272/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9900 - ETA: 4s - loss: 0.0067 - acc: 0.994 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0102 - acc: 0.996 - ETA: 4s - loss: 0.0088 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01271: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1273/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9875 - ETA: 5s - loss: 0.0057 - acc: 0.992 - ETA: 5s - loss: 0.0036 - acc: 0.995 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4647e-04 - acc: 0.998 - ETA: 4s - loss: 8.6418e-04 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.9990 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9664e-04 - acc: 0.999 - ETA: 4s - loss: 9.3624e-04 - acc: 0.999 - ETA: 4s - loss: 8.9554e-04 - acc: 0.999 - ETA: 4s - loss: 8.4648e-04 - acc: 0.999 - ETA: 3s - loss: 8.0251e-04 - acc: 0.999 - ETA: 3s - loss: 7.6289e-04 - acc: 0.999 - ETA: 3s - loss: 7.2699e-04 - acc: 0.999 - ETA: 3s - loss: 6.9432e-04 - acc: 0.999 - ETA: 3s - loss: 6.6446e-04 - acc: 0.999 - ETA: 3s - loss: 6.3707e-04 - acc: 0.999 - ETA: 3s - loss: 6.1184e-04 - acc: 0.999 - ETA: 3s - loss: 5.8854e-04 - acc: 0.999 - ETA: 3s - loss: 5.6695e-04 - acc: 0.999 - ETA: 3s - loss: 5.4688e-04 - acc: 0.999 - ETA: 3s - loss: 7.4861e-04 - acc: 0.999 - ETA: 3s - loss: 7.2387e-04 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.9992 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01272: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5744 - val_acc: 0.8323 Epoch 1274/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0287 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01273: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1275/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01274: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1276/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.7572e-04 - acc: 1.000 - ETA: 4s - loss: 0.0380 - acc: 0.9960 - ETA: 4s - loss: 0.0328 - acc: 0.996 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01275: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1277/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9982 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5268e-04 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.9977 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01276: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1278/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01277: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1279/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0183 - acc: 0.996 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01278: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5739 - val_acc: 0.8335 Epoch 1280/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8063e-04 - acc: 0.998 - ETA: 4s - loss: 8.8497e-04 - acc: 0.998 - ETA: 4s - loss: 8.0632e-04 - acc: 0.998 - ETA: 4s - loss: 7.4051e-04 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.9991 - ETA: 4s - loss: 9.3586e-04 - acc: 0.999 - ETA: 4s - loss: 8.7450e-04 - acc: 0.999 - ETA: 4s - loss: 8.2069e-04 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.9986 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01279: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1281/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2791e-04 - acc: 0.998 - ETA: 4s - loss: 8.5217e-04 - acc: 0.999 - ETA: 4s - loss: 7.8786e-04 - acc: 0.999 - ETA: 4s - loss: 7.3258e-04 - acc: 0.999 - ETA: 4s - loss: 6.8455e-04 - acc: 0.999 - ETA: 3s - loss: 6.4244e-04 - acc: 0.999 - ETA: 3s - loss: 6.0520e-04 - acc: 0.999 - ETA: 3s - loss: 5.7204e-04 - acc: 0.999 - ETA: 3s - loss: 5.4233e-04 - acc: 0.999 - ETA: 3s - loss: 5.1556e-04 - acc: 0.999 - ETA: 3s - loss: 4.9130e-04 - acc: 0.999 - ETA: 3s - loss: 4.6923e-04 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.9989 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01280: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1282/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01281: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1283/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.2025e-04 - acc: 0.999 - ETA: 3s - loss: 4.0199e-04 - acc: 0.999 - ETA: 3s - loss: 3.8524e-04 - acc: 0.999 - ETA: 3s - loss: 3.6984e-04 - acc: 0.999 - ETA: 3s - loss: 3.5562e-04 - acc: 0.999 - ETA: 3s - loss: 3.4245e-04 - acc: 0.999 - ETA: 3s - loss: 3.3022e-04 - acc: 0.999 - ETA: 3s - loss: 3.1884e-04 - acc: 0.999 - ETA: 3s - loss: 3.0822e-04 - acc: 0.999 - ETA: 2s - loss: 2.9828e-04 - acc: 0.999 - ETA: 2s - loss: 2.8896e-04 - acc: 0.999 - ETA: 2s - loss: 2.8021e-04 - acc: 0.999 - ETA: 2s - loss: 2.7197e-04 - acc: 0.999 - ETA: 2s - loss: 2.6233e-04 - acc: 0.999 - ETA: 2s - loss: 2.5510e-04 - acc: 0.999 - ETA: 2s - loss: 2.4825e-04 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.9993 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01282: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1284/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01283: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1285/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6432e-04 - acc: 0.999 - ETA: 3s - loss: 8.9015e-04 - acc: 0.999 - ETA: 3s - loss: 8.2658e-04 - acc: 0.999 - ETA: 3s - loss: 7.7148e-04 - acc: 0.999 - ETA: 3s - loss: 7.2327e-04 - acc: 0.999 - ETA: 3s - loss: 6.8073e-04 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.9986 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01284: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1286/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 9.9233e-04 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5087e-04 - acc: 0.999 - ETA: 3s - loss: 9.0392e-04 - acc: 0.999 - ETA: 3s - loss: 8.6139e-04 - acc: 0.999 - ETA: 3s - loss: 8.2268e-04 - acc: 0.999 - ETA: 3s - loss: 7.8730e-04 - acc: 0.999 - ETA: 3s - loss: 7.5484e-04 - acc: 0.999 - ETA: 3s - loss: 7.2495e-04 - acc: 0.999 - ETA: 3s - loss: 6.9734e-04 - acc: 0.999 - ETA: 3s - loss: 6.7175e-04 - acc: 0.999 - ETA: 3s - loss: 6.4798e-04 - acc: 0.999 - ETA: 3s - loss: 6.2583e-04 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.9992 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01285: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1287/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 7.4770e-04 - acc: 0.999 - ETA: 3s - loss: 7.0436e-04 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.9986 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9985Epoch 01286: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1288/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.8757e-04 - acc: 0.998 - ETA: 4s - loss: 8.1658e-04 - acc: 0.999 - ETA: 3s - loss: 7.5610e-04 - acc: 0.999 - ETA: 3s - loss: 7.0396e-04 - acc: 0.999 - ETA: 3s - loss: 6.5855e-04 - acc: 0.999 - ETA: 3s - loss: 6.1865e-04 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.9986 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01287: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1289/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9900 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.994 - ETA: 4s - loss: 0.0039 - acc: 0.995 - ETA: 4s - loss: 0.0035 - acc: 0.995 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0018 - acc: 0.997 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01288: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1290/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0503 - acc: 0.9941 - ETA: 4s - loss: 0.0407 - acc: 0.995 - ETA: 4s - loss: 0.0342 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01289: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1291/2000 6620/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 4s - loss: 1.1925e-07 - acc: 1.000 - ETA: 3s - loss: 5.8358e-04 - acc: 0.999 - ETA: 3s - loss: 8.4651e-04 - acc: 0.999 - ETA: 3s - loss: 8.0971e-04 - acc: 0.999 - ETA: 3s - loss: 7.7598e-04 - acc: 0.999 - ETA: 3s - loss: 7.4494e-04 - acc: 0.999 - ETA: 3s - loss: 7.1630e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9991 - ETA: 3s - loss: 9.9463e-04 - acc: 0.999 - ETA: 3s - loss: 9.6034e-04 - acc: 0.999 - ETA: 3s - loss: 9.2833e-04 - acc: 0.999 - ETA: 3s - loss: 9.0569e-04 - acc: 0.999 - ETA: 3s - loss: 8.7717e-04 - acc: 0.999 - ETA: 3s - loss: 8.5039e-04 - acc: 0.999 - ETA: 3s - loss: 8.2520e-04 - acc: 0.999 - ETA: 3s - loss: 8.0145e-04 - acc: 0.999 - ETA: 3s - loss: 7.7904e-04 - acc: 0.999 - ETA: 2s - loss: 7.5784e-04 - acc: 0.999 - ETA: 2s - loss: 7.3777e-04 - acc: 0.999 - ETA: 2s - loss: 7.2340e-04 - acc: 0.999 - ETA: 2s - loss: 7.0509e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9991 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01290: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1292/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9752e-04 - acc: 0.998 - ETA: 4s - loss: 9.0021e-04 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01291: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1293/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9988 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01292: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1294/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9955 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9546e-04 - acc: 0.998 - ETA: 4s - loss: 9.0891e-04 - acc: 0.998 - ETA: 4s - loss: 8.3621e-04 - acc: 0.999 - ETA: 4s - loss: 7.7428e-04 - acc: 0.999 - ETA: 4s - loss: 7.2089e-04 - acc: 0.999 - ETA: 4s - loss: 6.7438e-04 - acc: 0.999 - ETA: 4s - loss: 6.3352e-04 - acc: 0.999 - ETA: 4s - loss: 5.9733e-04 - acc: 0.999 - ETA: 4s - loss: 5.6504e-04 - acc: 0.999 - ETA: 3s - loss: 5.3607e-04 - acc: 0.999 - ETA: 3s - loss: 5.0993e-04 - acc: 0.999 - ETA: 3s - loss: 4.9194e-04 - acc: 0.999 - ETA: 3s - loss: 4.6983e-04 - acc: 0.999 - ETA: 3s - loss: 4.4963e-04 - acc: 0.999 - ETA: 3s - loss: 4.3109e-04 - acc: 0.999 - ETA: 3s - loss: 4.0599e-04 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.9991 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01293: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1295/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2369e-04 - acc: 0.999 - ETA: 4s - loss: 7.6968e-04 - acc: 0.999 - ETA: 4s - loss: 7.2233e-04 - acc: 0.999 - ETA: 4s - loss: 6.9046e-04 - acc: 0.999 - ETA: 4s - loss: 6.6129e-04 - acc: 0.999 - ETA: 4s - loss: 6.2603e-04 - acc: 0.999 - ETA: 4s - loss: 5.9434e-04 - acc: 0.999 - ETA: 4s - loss: 5.7260e-04 - acc: 0.999 - ETA: 3s - loss: 5.4597e-04 - acc: 0.999 - ETA: 3s - loss: 5.2171e-04 - acc: 0.999 - ETA: 3s - loss: 4.9952e-04 - acc: 0.999 - ETA: 3s - loss: 4.7913e-04 - acc: 0.999 - ETA: 3s - loss: 4.6035e-04 - acc: 0.999 - ETA: 3s - loss: 4.4298e-04 - acc: 0.999 - ETA: 3s - loss: 7.4693e-04 - acc: 0.999 - ETA: 3s - loss: 7.2073e-04 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.9987 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01294: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1296/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1942e-07 - acc: 1.000 - ETA: 4s - loss: 1.1940e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 8.7188e-04 - acc: 0.999 - ETA: 4s - loss: 8.0482e-04 - acc: 0.999 - ETA: 4s - loss: 7.4735e-04 - acc: 0.999 - ETA: 4s - loss: 6.9753e-04 - acc: 0.999 - ETA: 4s - loss: 6.5394e-04 - acc: 0.999 - ETA: 3s - loss: 6.1548e-04 - acc: 0.999 - ETA: 3s - loss: 5.8130e-04 - acc: 0.999 - ETA: 3s - loss: 5.5805e-04 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.9987 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01295: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5745 - val_acc: 0.8335 Epoch 1297/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9983 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01296: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1298/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.2182e-04 - acc: 1.000 - ETA: 3s - loss: 4.8521e-04 - acc: 1.000 - ETA: 3s - loss: 4.5340e-04 - acc: 1.000 - ETA: 3s - loss: 4.2550e-04 - acc: 1.000 - ETA: 3s - loss: 4.0084e-04 - acc: 1.000 - ETA: 3s - loss: 3.7888e-04 - acc: 1.000 - ETA: 3s - loss: 3.5921e-04 - acc: 1.000 - ETA: 3s - loss: 3.4148e-04 - acc: 1.000 - ETA: 3s - loss: 3.2541e-04 - acc: 1.000 - ETA: 3s - loss: 3.1079e-04 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9995 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01297: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1299/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.2525e-04 - acc: 1.000 - ETA: 4s - loss: 6.6080e-04 - acc: 1.000 - ETA: 4s - loss: 6.0686e-04 - acc: 1.000 - ETA: 3s - loss: 5.6107e-04 - acc: 1.000 - ETA: 3s - loss: 5.2171e-04 - acc: 1.000 - ETA: 3s - loss: 4.8750e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4930e-04 - acc: 0.999 - ETA: 3s - loss: 8.9999e-04 - acc: 0.999 - ETA: 3s - loss: 8.5555e-04 - acc: 0.999 - ETA: 3s - loss: 8.1530e-04 - acc: 0.999 - ETA: 3s - loss: 7.7866e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9989 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9864e-04 - acc: 0.999 - ETA: 3s - loss: 9.6199e-04 - acc: 0.999 - ETA: 3s - loss: 9.2794e-04 - acc: 0.999 - ETA: 3s - loss: 8.9622e-04 - acc: 0.999 - ETA: 3s - loss: 8.6660e-04 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.9988 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01298: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1300/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9980 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01299: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1301/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01300: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1302/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9986Epoch 01301: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1303/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0133 - acc: 0.9900 - ETA: 4s - loss: 0.0074 - acc: 0.994 - ETA: 4s - loss: 0.0051 - acc: 0.996 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.995 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9985Epoch 01302: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1304/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01303: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1305/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01304: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1306/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9944 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0076 - acc: 0.994 - ETA: 4s - loss: 0.0445 - acc: 0.992 - ETA: 4s - loss: 0.0374 - acc: 0.994 - ETA: 4s - loss: 0.0323 - acc: 0.994 - ETA: 4s - loss: 0.0283 - acc: 0.995 - ETA: 4s - loss: 0.0253 - acc: 0.995 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.996 - ETA: 4s - loss: 0.0159 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.996 - ETA: 4s - loss: 0.0161 - acc: 0.996 - ETA: 4s - loss: 0.0152 - acc: 0.996 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01305: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1307/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.7364e-04 - acc: 1.000 - ETA: 4s - loss: 5.1163e-04 - acc: 1.000 - ETA: 4s - loss: 4.6173e-04 - acc: 1.000 - ETA: 4s - loss: 4.1156e-04 - acc: 1.000 - ETA: 4s - loss: 3.6408e-04 - acc: 1.000 - ETA: 4s - loss: 3.3808e-04 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9992 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01306: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8335 Epoch 1308/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9967 - ETA: 4s - loss: 0.0456 - acc: 0.994 - ETA: 4s - loss: 0.0361 - acc: 0.995 - ETA: 4s - loss: 0.0309 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01307: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1309/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9936e-04 - acc: 0.999 - ETA: 4s - loss: 7.4327e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9984 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7211e-04 - acc: 0.998 - ETA: 3s - loss: 9.3030e-04 - acc: 0.998 - ETA: 3s - loss: 8.9195e-04 - acc: 0.999 - ETA: 3s - loss: 8.5663e-04 - acc: 0.999 - ETA: 3s - loss: 8.2400e-04 - acc: 0.999 - ETA: 3s - loss: 7.9376e-04 - acc: 0.999 - ETA: 3s - loss: 7.6567e-04 - acc: 0.999 - ETA: 3s - loss: 7.3950e-04 - acc: 0.999 - ETA: 3s - loss: 7.1505e-04 - acc: 0.999 - ETA: 3s - loss: 8.8101e-04 - acc: 0.999 - ETA: 3s - loss: 8.5370e-04 - acc: 0.999 - ETA: 3s - loss: 8.2803e-04 - acc: 0.999 - ETA: 2s - loss: 8.0385e-04 - acc: 0.999 - ETA: 2s - loss: 7.8105e-04 - acc: 0.999 - ETA: 2s - loss: 7.5951e-04 - acc: 0.999 - ETA: 2s - loss: 7.3912e-04 - acc: 0.999 - ETA: 2s - loss: 7.1980e-04 - acc: 0.999 - ETA: 2s - loss: 7.0596e-04 - acc: 0.999 - ETA: 2s - loss: 6.8832e-04 - acc: 0.999 - ETA: 2s - loss: 6.7153e-04 - acc: 0.999 - ETA: 2s - loss: 6.5555e-04 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.9991 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01308: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8335 Epoch 1310/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 1.0000 - ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6489e-04 - acc: 1.000 - ETA: 4s - loss: 8.4795e-04 - acc: 1.000 - ETA: 4s - loss: 7.5629e-04 - acc: 1.000 - ETA: 4s - loss: 6.8252e-04 - acc: 1.000 - ETA: 4s - loss: 6.2186e-04 - acc: 1.000 - ETA: 4s - loss: 5.7111e-04 - acc: 1.000 - ETA: 4s - loss: 5.2801e-04 - acc: 1.000 - ETA: 4s - loss: 4.9097e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9984 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01309: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1311/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9975 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5805e-04 - acc: 0.999 - ETA: 3s - loss: 9.1016e-04 - acc: 0.999 - ETA: 3s - loss: 8.6682e-04 - acc: 0.999 - ETA: 3s - loss: 8.2743e-04 - acc: 0.999 - ETA: 3s - loss: 7.9146e-04 - acc: 0.999 - ETA: 3s - loss: 7.5848e-04 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.9990 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01310: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1312/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0932e-04 - acc: 1.000 - ETA: 4s - loss: 8.1103e-04 - acc: 1.000 - ETA: 4s - loss: 7.3192e-04 - acc: 1.000 - ETA: 4s - loss: 6.6687e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9990 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7480e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9988 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01311: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1313/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9900 - ETA: 4s - loss: 0.0063 - acc: 0.992 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0053 - acc: 0.995 - ETA: 4s - loss: 0.0059 - acc: 0.994 - ETA: 4s - loss: 0.0051 - acc: 0.995 - ETA: 4s - loss: 0.0045 - acc: 0.995 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 3s - loss: 0.0033 - acc: 0.996 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0155 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.996 - ETA: 3s - loss: 0.0227 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0199 - acc: 0.996 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0183 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01312: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5741 - val_acc: 0.8335 Epoch 1314/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1957e-07 - acc: 1.000 - ETA: 4s - loss: 1.1953e-07 - acc: 1.000 - ETA: 4s - loss: 1.1950e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1943e-07 - acc: 1.000 - ETA: 4s - loss: 1.1942e-07 - acc: 1.000 - ETA: 3s - loss: 1.1940e-07 - acc: 1.000 - ETA: 3s - loss: 1.1939e-07 - acc: 1.000 - ETA: 3s - loss: 1.1938e-07 - acc: 1.000 - ETA: 3s - loss: 4.3689e-04 - acc: 1.000 - ETA: 3s - loss: 4.1420e-04 - acc: 1.000 - ETA: 3s - loss: 3.9375e-04 - acc: 1.000 - ETA: 3s - loss: 3.7522e-04 - acc: 1.000 - ETA: 3s - loss: 3.5837e-04 - acc: 1.000 - ETA: 3s - loss: 3.4296e-04 - acc: 1.000 - ETA: 3s - loss: 3.2882e-04 - acc: 1.000 - ETA: 3s - loss: 3.1580e-04 - acc: 1.000 - ETA: 3s - loss: 3.0378e-04 - acc: 1.000 - ETA: 3s - loss: 2.9263e-04 - acc: 1.000 - ETA: 3s - loss: 2.8228e-04 - acc: 1.000 - ETA: 3s - loss: 2.7263e-04 - acc: 1.000 - ETA: 3s - loss: 2.6362e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9996 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01313: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5748 - val_acc: 0.8335 Epoch 1315/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.5694e-04 - acc: 1.000 - ETA: 3s - loss: 3.3953e-04 - acc: 1.000 - ETA: 3s - loss: 3.2375e-04 - acc: 1.000 - ETA: 3s - loss: 3.0936e-04 - acc: 1.000 - ETA: 3s - loss: 2.9620e-04 - acc: 1.000 - ETA: 3s - loss: 2.8412e-04 - acc: 1.000 - ETA: 3s - loss: 2.7298e-04 - acc: 1.000 - ETA: 3s - loss: 2.6268e-04 - acc: 1.000 - ETA: 3s - loss: 2.5314e-04 - acc: 1.000 - ETA: 3s - loss: 2.4426e-04 - acc: 1.000 - ETA: 3s - loss: 2.3598e-04 - acc: 1.000 - ETA: 3s - loss: 2.2825e-04 - acc: 1.000 - ETA: 2s - loss: 2.2101e-04 - acc: 1.000 - ETA: 2s - loss: 9.6293e-04 - acc: 0.999 - ETA: 2s - loss: 9.3419e-04 - acc: 0.999 - ETA: 2s - loss: 9.0712e-04 - acc: 0.999 - ETA: 2s - loss: 8.8157e-04 - acc: 0.999 - ETA: 2s - loss: 8.5742e-04 - acc: 0.999 - ETA: 2s - loss: 8.3456e-04 - acc: 0.999 - ETA: 2s - loss: 8.1288e-04 - acc: 0.999 - ETA: 2s - loss: 9.9410e-04 - acc: 0.999 - ETA: 2s - loss: 9.6956e-04 - acc: 0.999 - ETA: 2s - loss: 9.4620e-04 - acc: 0.999 - ETA: 2s - loss: 9.2394e-04 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.9991 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01314: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8335 Epoch 1316/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01315: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1317/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9962 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.995 - ETA: 4s - loss: 0.0045 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01316: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1318/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.6778e-04 - acc: 0.999 - ETA: 4s - loss: 7.1744e-04 - acc: 0.999 - ETA: 4s - loss: 6.7330e-04 - acc: 0.999 - ETA: 3s - loss: 6.3428e-04 - acc: 0.999 - ETA: 3s - loss: 5.9953e-04 - acc: 0.999 - ETA: 3s - loss: 5.6839e-04 - acc: 0.999 - ETA: 3s - loss: 5.4033e-04 - acc: 0.999 - ETA: 3s - loss: 5.1491e-04 - acc: 0.999 - ETA: 3s - loss: 4.9177e-04 - acc: 0.999 - ETA: 3s - loss: 4.7062e-04 - acc: 0.999 - ETA: 3s - loss: 4.5122e-04 - acc: 0.999 - ETA: 3s - loss: 4.3336e-04 - acc: 0.999 - ETA: 3s - loss: 8.1469e-04 - acc: 0.999 - ETA: 3s - loss: 7.8480e-04 - acc: 0.999 - ETA: 3s - loss: 7.5703e-04 - acc: 0.999 - ETA: 3s - loss: 7.3115e-04 - acc: 0.999 - ETA: 3s - loss: 7.0698e-04 - acc: 0.999 - ETA: 3s - loss: 6.8436e-04 - acc: 0.999 - ETA: 3s - loss: 8.3636e-04 - acc: 0.999 - ETA: 3s - loss: 8.1121e-04 - acc: 0.999 - ETA: 3s - loss: 7.8753e-04 - acc: 0.999 - ETA: 2s - loss: 7.6519e-04 - acc: 0.999 - ETA: 2s - loss: 7.4409e-04 - acc: 0.999 - ETA: 2s - loss: 7.2411e-04 - acc: 0.999 - ETA: 2s - loss: 7.0519e-04 - acc: 0.999 - ETA: 2s - loss: 6.8722e-04 - acc: 0.999 - ETA: 2s - loss: 6.7015e-04 - acc: 0.999 - ETA: 2s - loss: 6.5391e-04 - acc: 0.999 - ETA: 2s - loss: 6.3843e-04 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.9991 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9986Epoch 01317: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5748 - val_acc: 0.8335 Epoch 1319/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5902e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9986 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01318: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5750 - val_acc: 0.8335 Epoch 1320/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.8052e-04 - acc: 1.000 - ETA: 3s - loss: 2.7243e-04 - acc: 1.000 - ETA: 3s - loss: 2.6235e-04 - acc: 1.000 - ETA: 3s - loss: 2.5298e-04 - acc: 1.000 - ETA: 3s - loss: 2.4426e-04 - acc: 1.000 - ETA: 3s - loss: 2.3417e-04 - acc: 1.000 - ETA: 3s - loss: 2.2668e-04 - acc: 1.000 - ETA: 3s - loss: 2.1966e-04 - acc: 1.000 - ETA: 3s - loss: 2.1467e-04 - acc: 1.000 - ETA: 3s - loss: 2.0836e-04 - acc: 1.000 - ETA: 3s - loss: 2.0241e-04 - acc: 1.000 - ETA: 3s - loss: 1.9679e-04 - acc: 1.000 - ETA: 2s - loss: 3.8457e-04 - acc: 1.000 - ETA: 2s - loss: 3.7445e-04 - acc: 1.000 - ETA: 2s - loss: 3.6485e-04 - acc: 1.000 - ETA: 2s - loss: 3.5797e-04 - acc: 1.000 - ETA: 2s - loss: 3.4919e-04 - acc: 1.000 - ETA: 2s - loss: 3.4288e-04 - acc: 1.000 - ETA: 2s - loss: 3.3482e-04 - acc: 1.000 - ETA: 2s - loss: 3.2901e-04 - acc: 1.000 - ETA: 2s - loss: 3.2158e-04 - acc: 1.000 - ETA: 2s - loss: 3.1447e-04 - acc: 1.000 - ETA: 2s - loss: 3.0768e-04 - acc: 1.000 - ETA: 2s - loss: 3.0117e-04 - acc: 1.000 - ETA: 2s - loss: 2.9646e-04 - acc: 1.000 - ETA: 2s - loss: 2.9042e-04 - acc: 1.000 - ETA: 2s - loss: 2.8461e-04 - acc: 1.000 - ETA: 2s - loss: 0.0082 - acc: 0.9995 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01319: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1321/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9962 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.996 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0302 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01320: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1322/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.5503e-04 - acc: 0.998 - ETA: 4s - loss: 8.7015e-04 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.9980 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01321: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5749 - val_acc: 0.8335 Epoch 1323/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0072e-04 - acc: 1.000 - ETA: 4s - loss: 6.9029e-04 - acc: 1.000 - ETA: 4s - loss: 6.0663e-04 - acc: 1.000 - ETA: 4s - loss: 5.4106e-04 - acc: 1.000 - ETA: 4s - loss: 4.8829e-04 - acc: 1.000 - ETA: 4s - loss: 4.4490e-04 - acc: 1.000 - ETA: 4s - loss: 4.0859e-04 - acc: 1.000 - ETA: 4s - loss: 3.7776e-04 - acc: 1.000 - ETA: 4s - loss: 0.0145 - acc: 0.9991 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01322: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1324/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 0.9937 - ETA: 4s - loss: 0.0033 - acc: 0.995 - ETA: 4s - loss: 0.0025 - acc: 0.996 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2839e-04 - acc: 0.998 - ETA: 4s - loss: 8.4939e-04 - acc: 0.998 - ETA: 4s - loss: 7.8278e-04 - acc: 0.999 - ETA: 4s - loss: 7.3930e-04 - acc: 0.999 - ETA: 4s - loss: 6.8832e-04 - acc: 0.999 - ETA: 4s - loss: 6.4392e-04 - acc: 0.999 - ETA: 4s - loss: 6.0490e-04 - acc: 0.999 - ETA: 4s - loss: 5.7861e-04 - acc: 0.999 - ETA: 4s - loss: 5.4691e-04 - acc: 0.999 - ETA: 4s - loss: 5.1850e-04 - acc: 0.999 - ETA: 3s - loss: 4.9291e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01323: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1325/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01324: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5746 - val_acc: 0.8323 Epoch 1326/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.6067e-04 - acc: 1.000 - ETA: 4s - loss: 6.5576e-04 - acc: 1.000 - ETA: 4s - loss: 5.7629e-04 - acc: 1.000 - ETA: 4s - loss: 5.1400e-04 - acc: 1.000 - ETA: 4s - loss: 4.6387e-04 - acc: 1.000 - ETA: 4s - loss: 4.2265e-04 - acc: 1.000 - ETA: 4s - loss: 3.8815e-04 - acc: 1.000 - ETA: 4s - loss: 3.5887e-04 - acc: 1.000 - ETA: 4s - loss: 3.3369e-04 - acc: 1.000 - ETA: 4s - loss: 3.1182e-04 - acc: 1.000 - ETA: 3s - loss: 2.9264e-04 - acc: 1.000 - ETA: 3s - loss: 2.7568e-04 - acc: 1.000 - ETA: 3s - loss: 2.6058e-04 - acc: 1.000 - ETA: 3s - loss: 2.4705e-04 - acc: 1.000 - ETA: 3s - loss: 2.3486e-04 - acc: 1.000 - ETA: 3s - loss: 2.2381e-04 - acc: 1.000 - ETA: 3s - loss: 2.1376e-04 - acc: 1.000 - ETA: 3s - loss: 2.0457e-04 - acc: 1.000 - ETA: 3s - loss: 1.9614e-04 - acc: 1.000 - ETA: 3s - loss: 1.8837e-04 - acc: 1.000 - ETA: 3s - loss: 1.8120e-04 - acc: 1.000 - ETA: 3s - loss: 1.7456e-04 - acc: 1.000 - ETA: 3s - loss: 1.6838e-04 - acc: 1.000 - ETA: 3s - loss: 1.6263e-04 - acc: 1.000 - ETA: 3s - loss: 1.5726e-04 - acc: 1.000 - ETA: 3s - loss: 1.5223e-04 - acc: 1.000 - ETA: 3s - loss: 1.4751e-04 - acc: 1.000 - ETA: 2s - loss: 1.4308e-04 - acc: 1.000 - ETA: 2s - loss: 1.3891e-04 - acc: 1.000 - ETA: 2s - loss: 1.3402e-04 - acc: 1.000 - ETA: 2s - loss: 1.3035e-04 - acc: 1.000 - ETA: 2s - loss: 1.2688e-04 - acc: 1.000 - ETA: 2s - loss: 1.2439e-04 - acc: 1.000 - ETA: 2s - loss: 1.2123e-04 - acc: 1.000 - ETA: 2s - loss: 1.1822e-04 - acc: 1.000 - ETA: 2s - loss: 1.1535e-04 - acc: 1.000 - ETA: 2s - loss: 1.1263e-04 - acc: 1.000 - ETA: 2s - loss: 0.0048 - acc: 0.9997 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01325: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1327/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01326: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1328/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01327: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1329/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9985 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01328: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1330/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01329: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1331/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9986 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2946e-04 - acc: 0.999 - ETA: 4s - loss: 8.5932e-04 - acc: 0.999 - ETA: 4s - loss: 7.9903e-04 - acc: 0.999 - ETA: 3s - loss: 7.4664e-04 - acc: 0.999 - ETA: 3s - loss: 7.0070e-04 - acc: 0.999 - ETA: 3s - loss: 6.6009e-04 - acc: 0.999 - ETA: 3s - loss: 6.2393e-04 - acc: 0.999 - ETA: 3s - loss: 5.9152e-04 - acc: 0.999 - ETA: 3s - loss: 5.6231e-04 - acc: 0.999 - ETA: 3s - loss: 5.3586e-04 - acc: 0.999 - ETA: 3s - loss: 5.1178e-04 - acc: 0.999 - ETA: 3s - loss: 4.8977e-04 - acc: 0.999 - ETA: 3s - loss: 4.6958e-04 - acc: 0.999 - ETA: 3s - loss: 7.9463e-04 - acc: 0.999 - ETA: 3s - loss: 7.6436e-04 - acc: 0.999 - ETA: 3s - loss: 7.3631e-04 - acc: 0.999 - ETA: 3s - loss: 7.1025e-04 - acc: 0.999 - ETA: 3s - loss: 6.8598e-04 - acc: 0.999 - ETA: 3s - loss: 6.6330e-04 - acc: 0.999 - ETA: 3s - loss: 6.4208e-04 - acc: 0.999 - ETA: 3s - loss: 6.2218e-04 - acc: 0.999 - ETA: 2s - loss: 6.0347e-04 - acc: 0.999 - ETA: 2s - loss: 5.8585e-04 - acc: 0.999 - ETA: 2s - loss: 9.8943e-04 - acc: 0.998 - ETA: 2s - loss: 9.6214e-04 - acc: 0.999 - ETA: 2s - loss: 9.3631e-04 - acc: 0.999 - ETA: 2s - loss: 9.1184e-04 - acc: 0.999 - ETA: 2s - loss: 8.8861e-04 - acc: 0.999 - ETA: 2s - loss: 8.6653e-04 - acc: 0.999 - ETA: 2s - loss: 8.4553e-04 - acc: 0.999 - ETA: 2s - loss: 8.2552e-04 - acc: 0.999 - ETA: 2s - loss: 8.0644e-04 - acc: 0.999 - ETA: 2s - loss: 7.8821e-04 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.9989 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01330: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5747 - val_acc: 0.8323 Epoch 1332/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9944 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01331: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1333/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0069 - acc: 0.9900 - ETA: 5s - loss: 0.0039 - acc: 0.994 - ETA: 5s - loss: 0.0683 - acc: 0.988 - ETA: 5s - loss: 0.0467 - acc: 0.992 - ETA: 4s - loss: 0.0370 - acc: 0.993 - ETA: 4s - loss: 0.0317 - acc: 0.994 - ETA: 4s - loss: 0.0277 - acc: 0.995 - ETA: 4s - loss: 0.0247 - acc: 0.995 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0202 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01332: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1334/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.1612 - acc: 0.990 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01333: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1335/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.4243e-04 - acc: 0.999 - ETA: 3s - loss: 4.2112e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9989 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01334: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1336/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0498 - acc: 0.994 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01335: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1337/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01336: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1338/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9990 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01337: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1339/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9969 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 5s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2312e-04 - acc: 0.998 - ETA: 4s - loss: 8.4620e-04 - acc: 0.999 - ETA: 4s - loss: 7.8112e-04 - acc: 0.999 - ETA: 4s - loss: 7.2533e-04 - acc: 0.999 - ETA: 4s - loss: 6.7698e-04 - acc: 0.999 - ETA: 4s - loss: 6.3468e-04 - acc: 0.999 - ETA: 4s - loss: 5.9735e-04 - acc: 0.999 - ETA: 4s - loss: 5.6417e-04 - acc: 0.999 - ETA: 4s - loss: 5.3449e-04 - acc: 0.999 - ETA: 3s - loss: 5.0777e-04 - acc: 0.999 - ETA: 3s - loss: 4.8359e-04 - acc: 0.999 - ETA: 3s - loss: 4.6162e-04 - acc: 0.999 - ETA: 3s - loss: 4.4155e-04 - acc: 0.999 - ETA: 3s - loss: 4.2316e-04 - acc: 0.999 - ETA: 3s - loss: 4.0624e-04 - acc: 0.999 - ETA: 3s - loss: 3.9062e-04 - acc: 0.999 - ETA: 3s - loss: 3.7615e-04 - acc: 0.999 - ETA: 3s - loss: 3.6273e-04 - acc: 0.999 - ETA: 3s - loss: 3.5022e-04 - acc: 0.999 - ETA: 3s - loss: 3.3855e-04 - acc: 0.999 - ETA: 3s - loss: 3.2763e-04 - acc: 0.999 - ETA: 3s - loss: 3.1740e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9992 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01338: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1340/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9962 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6103e-04 - acc: 0.998 - ETA: 4s - loss: 8.6728e-04 - acc: 0.998 - ETA: 4s - loss: 7.9020e-04 - acc: 0.998 - ETA: 4s - loss: 7.2570e-04 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.9981 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01339: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1341/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9775e-04 - acc: 1.000 - ETA: 4s - loss: 7.0659e-04 - acc: 1.000 - ETA: 4s - loss: 6.3413e-04 - acc: 1.000 - ETA: 4s - loss: 5.7515e-04 - acc: 1.000 - ETA: 4s - loss: 5.2622e-04 - acc: 1.000 - ETA: 4s - loss: 4.8495e-04 - acc: 1.000 - ETA: 4s - loss: 4.4969e-04 - acc: 1.000 - ETA: 4s - loss: 4.1921e-04 - acc: 1.000 - ETA: 4s - loss: 3.9260e-04 - acc: 1.000 - ETA: 4s - loss: 3.6917e-04 - acc: 1.000 - ETA: 3s - loss: 3.4354e-04 - acc: 1.000 - ETA: 3s - loss: 0.0109 - acc: 0.9993 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01340: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1342/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01341: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1343/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.4199e-04 - acc: 0.999 - ETA: 4s - loss: 7.8679e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8560e-04 - acc: 0.999 - ETA: 3s - loss: 9.3441e-04 - acc: 0.999 - ETA: 3s - loss: 8.8827e-04 - acc: 0.999 - ETA: 3s - loss: 8.4648e-04 - acc: 0.999 - ETA: 3s - loss: 8.0844e-04 - acc: 0.999 - ETA: 3s - loss: 7.7367e-04 - acc: 0.999 - ETA: 3s - loss: 7.4177e-04 - acc: 0.999 - ETA: 3s - loss: 7.1240e-04 - acc: 0.999 - ETA: 3s - loss: 6.8526e-04 - acc: 0.999 - ETA: 3s - loss: 6.6012e-04 - acc: 0.999 - ETA: 3s - loss: 6.3676e-04 - acc: 0.999 - ETA: 3s - loss: 6.1499e-04 - acc: 0.999 - ETA: 3s - loss: 5.9467e-04 - acc: 0.999 - ETA: 3s - loss: 5.7564e-04 - acc: 0.999 - ETA: 3s - loss: 5.5780e-04 - acc: 0.999 - ETA: 2s - loss: 5.4102e-04 - acc: 0.999 - ETA: 2s - loss: 5.2523e-04 - acc: 0.999 - ETA: 2s - loss: 7.1546e-04 - acc: 0.999 - ETA: 2s - loss: 6.9573e-04 - acc: 0.999 - ETA: 2s - loss: 6.7705e-04 - acc: 0.999 - ETA: 2s - loss: 6.5935e-04 - acc: 0.999 - ETA: 2s - loss: 6.4256e-04 - acc: 0.999 - ETA: 2s - loss: 6.2660e-04 - acc: 0.999 - ETA: 2s - loss: 6.1141e-04 - acc: 0.999 - ETA: 2s - loss: 5.9694e-04 - acc: 0.999 - ETA: 2s - loss: 5.8314e-04 - acc: 0.999 - ETA: 2s - loss: 5.6997e-04 - acc: 0.999 - ETA: 2s - loss: 5.5737e-04 - acc: 0.999 - ETA: 2s - loss: 5.4532e-04 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.9995 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01342: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1344/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9971 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01343: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5771 - val_acc: 0.8335 Epoch 1345/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.996 - ETA: 3s - loss: 0.0199 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0162 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01344: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8335 Epoch 1346/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.7794e-04 - acc: 0.999 - ETA: 3s - loss: 5.4628e-04 - acc: 0.999 - ETA: 3s - loss: 5.1791e-04 - acc: 0.999 - ETA: 3s - loss: 4.9234e-04 - acc: 0.999 - ETA: 3s - loss: 4.6917e-04 - acc: 0.999 - ETA: 3s - loss: 4.4809e-04 - acc: 0.999 - ETA: 3s - loss: 4.2882e-04 - acc: 0.999 - ETA: 3s - loss: 4.1115e-04 - acc: 0.999 - ETA: 3s - loss: 3.9487e-04 - acc: 0.999 - ETA: 3s - loss: 3.7983e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9991 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01345: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1347/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9976 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6819e-04 - acc: 0.998 - ETA: 4s - loss: 8.8214e-04 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01346: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1348/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1165e-04 - acc: 1.000 - ETA: 4s - loss: 8.0116e-04 - acc: 1.000 - ETA: 4s - loss: 7.1456e-04 - acc: 1.000 - ETA: 4s - loss: 6.4486e-04 - acc: 1.000 - ETA: 4s - loss: 5.8755e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9174e-04 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9992 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01347: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5766 - val_acc: 0.8335 Epoch 1349/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0341 - acc: 0.9960 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01348: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1350/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9994 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01349: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1351/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7332e-04 - acc: 0.999 - ETA: 4s - loss: 7.1906e-04 - acc: 0.999 - ETA: 4s - loss: 6.7191e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8494e-04 - acc: 0.998 - ETA: 3s - loss: 9.3859e-04 - acc: 0.998 - ETA: 3s - loss: 8.9641e-04 - acc: 0.998 - ETA: 3s - loss: 8.5786e-04 - acc: 0.998 - ETA: 3s - loss: 8.2249e-04 - acc: 0.999 - ETA: 3s - loss: 7.8992e-04 - acc: 0.999 - ETA: 3s - loss: 7.5983e-04 - acc: 0.999 - ETA: 3s - loss: 7.3196e-04 - acc: 0.999 - ETA: 3s - loss: 7.0605e-04 - acc: 0.999 - ETA: 3s - loss: 6.8192e-04 - acc: 0.999 - ETA: 3s - loss: 6.5938e-04 - acc: 0.999 - ETA: 3s - loss: 6.3828e-04 - acc: 0.999 - ETA: 3s - loss: 6.2332e-04 - acc: 0.999 - ETA: 3s - loss: 6.0905e-04 - acc: 0.999 - ETA: 3s - loss: 5.9542e-04 - acc: 0.999 - ETA: 3s - loss: 5.8238e-04 - acc: 0.999 - ETA: 2s - loss: 5.6586e-04 - acc: 0.999 - ETA: 2s - loss: 5.5026e-04 - acc: 0.999 - ETA: 2s - loss: 5.3549e-04 - acc: 0.999 - ETA: 2s - loss: 5.2149e-04 - acc: 0.999 - ETA: 2s - loss: 5.0821e-04 - acc: 0.999 - ETA: 2s - loss: 4.9868e-04 - acc: 0.999 - ETA: 2s - loss: 4.8951e-04 - acc: 0.999 - ETA: 2s - loss: 4.8066e-04 - acc: 0.999 - ETA: 2s - loss: 4.6936e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9991 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01350: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1352/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9969 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8438e-04 - acc: 0.999 - ETA: 2s - loss: 9.5898e-04 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.9987 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01351: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1353/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9944 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01352: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1354/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9976 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01353: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1355/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8536e-04 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.9978 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0131 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01354: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1356/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9989 - ETA: 4s - loss: 9.4788e-04 - acc: 0.999 - ETA: 4s - loss: 8.7635e-04 - acc: 0.999 - ETA: 4s - loss: 8.1486e-04 - acc: 0.999 - ETA: 4s - loss: 7.6144e-04 - acc: 0.999 - ETA: 4s - loss: 7.1459e-04 - acc: 0.999 - ETA: 4s - loss: 6.7317e-04 - acc: 0.999 - ETA: 3s - loss: 6.3629e-04 - acc: 0.999 - ETA: 3s - loss: 6.0324e-04 - acc: 0.999 - ETA: 3s - loss: 5.7346e-04 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.9988 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01355: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1357/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6661e-04 - acc: 1.000 - ETA: 4s - loss: 8.6212e-04 - acc: 1.000 - ETA: 4s - loss: 7.7803e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5840e-04 - acc: 0.999 - ETA: 3s - loss: 9.1108e-04 - acc: 0.999 - ETA: 3s - loss: 8.6821e-04 - acc: 0.999 - ETA: 3s - loss: 8.2920e-04 - acc: 0.999 - ETA: 3s - loss: 7.9354e-04 - acc: 0.999 - ETA: 3s - loss: 7.6082e-04 - acc: 0.999 - ETA: 3s - loss: 7.3069e-04 - acc: 0.999 - ETA: 3s - loss: 7.0286e-04 - acc: 0.999 - ETA: 3s - loss: 6.7707e-04 - acc: 0.999 - ETA: 3s - loss: 6.5311e-04 - acc: 0.999 - ETA: 3s - loss: 6.3079e-04 - acc: 0.999 - ETA: 3s - loss: 6.0994e-04 - acc: 0.999 - ETA: 3s - loss: 5.9042e-04 - acc: 0.999 - ETA: 3s - loss: 5.7659e-04 - acc: 0.999 - ETA: 3s - loss: 5.6339e-04 - acc: 0.999 - ETA: 3s - loss: 5.5078e-04 - acc: 0.999 - ETA: 3s - loss: 5.3481e-04 - acc: 0.999 - ETA: 3s - loss: 5.1975e-04 - acc: 0.999 - ETA: 2s - loss: 5.0552e-04 - acc: 0.999 - ETA: 2s - loss: 4.9204e-04 - acc: 0.999 - ETA: 2s - loss: 4.7926e-04 - acc: 0.999 - ETA: 2s - loss: 4.6713e-04 - acc: 0.999 - ETA: 2s - loss: 4.5560e-04 - acc: 0.999 - ETA: 2s - loss: 4.4462e-04 - acc: 0.999 - ETA: 2s - loss: 4.3417e-04 - acc: 0.999 - ETA: 2s - loss: 4.2419e-04 - acc: 0.999 - ETA: 2s - loss: 4.1466e-04 - acc: 0.999 - ETA: 2s - loss: 4.0555e-04 - acc: 0.999 - ETA: 2s - loss: 3.9683e-04 - acc: 0.999 - ETA: 2s - loss: 3.8848e-04 - acc: 0.999 - ETA: 2s - loss: 3.8047e-04 - acc: 0.999 - ETA: 2s - loss: 3.7279e-04 - acc: 0.999 - ETA: 2s - loss: 3.6541e-04 - acc: 0.999 - ETA: 2s - loss: 3.5831e-04 - acc: 0.999 - ETA: 1s - loss: 3.5317e-04 - acc: 0.999 - ETA: 1s - loss: 3.4654e-04 - acc: 0.999 - ETA: 1s - loss: 3.4016e-04 - acc: 0.999 - ETA: 1s - loss: 3.3400e-04 - acc: 0.999 - ETA: 1s - loss: 5.2260e-04 - acc: 0.999 - ETA: 1s - loss: 5.1347e-04 - acc: 0.999 - ETA: 1s - loss: 5.0466e-04 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.9994 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01356: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8335 Epoch 1358/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9944 - ETA: 4s - loss: 0.0652 - acc: 0.992 - ETA: 4s - loss: 0.0499 - acc: 0.994 - ETA: 4s - loss: 0.0404 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01357: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8335 Epoch 1359/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01358: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5779 - val_acc: 0.8335 Epoch 1360/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01359: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1361/2000 6660/6680 [============================>.] - ETA: 1s - loss: 0.0249 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9512e-04 - acc: 1.000 - ETA: 4s - loss: 8.5788e-04 - acc: 1.000 - ETA: 4s - loss: 7.5391e-04 - acc: 1.000 - ETA: 4s - loss: 6.7242e-04 - acc: 1.000 - ETA: 4s - loss: 6.0683e-04 - acc: 1.000 - ETA: 4s - loss: 5.5290e-04 - acc: 1.000 - ETA: 4s - loss: 5.0777e-04 - acc: 1.000 - ETA: 4s - loss: 4.6946e-04 - acc: 1.000 - ETA: 4s - loss: 4.3652e-04 - acc: 1.000 - ETA: 3s - loss: 4.0791e-04 - acc: 1.000 - ETA: 3s - loss: 3.8281e-04 - acc: 1.000 - ETA: 3s - loss: 3.6063e-04 - acc: 1.000 - ETA: 3s - loss: 3.4087e-04 - acc: 1.000 - ETA: 3s - loss: 3.2317e-04 - acc: 1.000 - ETA: 3s - loss: 3.0722e-04 - acc: 1.000 - ETA: 3s - loss: 2.9277e-04 - acc: 1.000 - ETA: 3s - loss: 2.7961e-04 - acc: 1.000 - ETA: 3s - loss: 2.6759e-04 - acc: 1.000 - ETA: 3s - loss: 2.5656e-04 - acc: 1.000 - ETA: 3s - loss: 2.4641e-04 - acc: 1.000 - ETA: 3s - loss: 2.3702e-04 - acc: 1.000 - ETA: 3s - loss: 2.2833e-04 - acc: 1.000 - ETA: 3s - loss: 5.1785e-04 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9996 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01360: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1362/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9991 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01361: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1363/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9976 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8827e-04 - acc: 0.998 - ETA: 3s - loss: 9.3947e-04 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.9982 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7623e-04 - acc: 0.998 - ETA: 3s - loss: 9.4396e-04 - acc: 0.998 - ETA: 2s - loss: 9.1376e-04 - acc: 0.998 - ETA: 2s - loss: 8.8543e-04 - acc: 0.998 - ETA: 2s - loss: 8.5880e-04 - acc: 0.998 - ETA: 2s - loss: 8.3373e-04 - acc: 0.998 - ETA: 2s - loss: 8.1008e-04 - acc: 0.998 - ETA: 2s - loss: 7.8774e-04 - acc: 0.999 - ETA: 2s - loss: 7.6659e-04 - acc: 0.999 - ETA: 2s - loss: 7.4655e-04 - acc: 0.999 - ETA: 2s - loss: 7.2754e-04 - acc: 0.999 - ETA: 2s - loss: 7.0946e-04 - acc: 0.999 - ETA: 2s - loss: 6.9227e-04 - acc: 0.999 - ETA: 2s - loss: 9.6045e-04 - acc: 0.998 - ETA: 2s - loss: 9.3825e-04 - acc: 0.998 - ETA: 2s - loss: 9.1705e-04 - acc: 0.998 - ETA: 2s - loss: 8.9678e-04 - acc: 0.998 - ETA: 2s - loss: 8.7740e-04 - acc: 0.998 - ETA: 2s - loss: 8.5883e-04 - acc: 0.998 - ETA: 2s - loss: 8.4103e-04 - acc: 0.999 - ETA: 1s - loss: 8.2396e-04 - acc: 0.999 - ETA: 1s - loss: 8.0756e-04 - acc: 0.999 - ETA: 1s - loss: 7.9181e-04 - acc: 0.999 - ETA: 1s - loss: 7.7666e-04 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.9988 - ETA: 1s - loss: 0.0014 - acc: 0.998 - ETA: 1s - loss: 0.0014 - acc: 0.998 - ETA: 1s - loss: 0.0014 - acc: 0.998 - ETA: 1s - loss: 0.0013 - acc: 0.998 - ETA: 1s - loss: 0.0013 - acc: 0.998 - ETA: 1s - loss: 0.0013 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01362: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1364/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.1280e-04 - acc: 1.000 - ETA: 3s - loss: 2.9736e-04 - acc: 1.000 - ETA: 3s - loss: 2.8337e-04 - acc: 1.000 - ETA: 3s - loss: 2.7064e-04 - acc: 1.000 - ETA: 3s - loss: 2.5900e-04 - acc: 1.000 - ETA: 3s - loss: 6.9798e-04 - acc: 0.999 - ETA: 3s - loss: 6.7034e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9990 - ETA: 3s - loss: 9.7141e-04 - acc: 0.999 - ETA: 3s - loss: 9.3703e-04 - acc: 0.999 - ETA: 3s - loss: 9.0500e-04 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.9988 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01363: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1365/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01364: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1366/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.2736e-04 - acc: 0.999 - ETA: 4s - loss: 5.8623e-04 - acc: 0.999 - ETA: 4s - loss: 5.5016e-04 - acc: 0.999 - ETA: 4s - loss: 5.1827e-04 - acc: 0.999 - ETA: 3s - loss: 4.8988e-04 - acc: 0.999 - ETA: 3s - loss: 4.7055e-04 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.9987 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01365: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1367/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0784e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9988 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01366: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1368/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9976 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01367: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8335 Epoch 1369/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2914e-04 - acc: 0.998 - ETA: 4s - loss: 8.8875e-04 - acc: 0.998 - ETA: 4s - loss: 8.0162e-04 - acc: 0.999 - ETA: 4s - loss: 7.4333e-04 - acc: 0.999 - ETA: 4s - loss: 6.9295e-04 - acc: 0.999 - ETA: 4s - loss: 6.4896e-04 - acc: 0.999 - ETA: 4s - loss: 6.1022e-04 - acc: 0.999 - ETA: 4s - loss: 5.7585e-04 - acc: 0.999 - ETA: 3s - loss: 5.4514e-04 - acc: 0.999 - ETA: 3s - loss: 5.1755e-04 - acc: 0.999 - ETA: 3s - loss: 4.9261e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9989 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6526e-04 - acc: 0.998 - ETA: 3s - loss: 9.2626e-04 - acc: 0.999 - ETA: 3s - loss: 8.9030e-04 - acc: 0.999 - ETA: 3s - loss: 8.5702e-04 - acc: 0.999 - ETA: 3s - loss: 8.2614e-04 - acc: 0.999 - ETA: 3s - loss: 7.9741e-04 - acc: 0.999 - ETA: 3s - loss: 7.7061e-04 - acc: 0.999 - ETA: 3s - loss: 7.4555e-04 - acc: 0.999 - ETA: 3s - loss: 7.2207e-04 - acc: 0.999 - ETA: 3s - loss: 7.0003e-04 - acc: 0.999 - ETA: 2s - loss: 6.7929e-04 - acc: 0.999 - ETA: 2s - loss: 6.5975e-04 - acc: 0.999 - ETA: 2s - loss: 6.4130e-04 - acc: 0.999 - ETA: 2s - loss: 9.5220e-04 - acc: 0.999 - ETA: 2s - loss: 9.2698e-04 - acc: 0.999 - ETA: 2s - loss: 9.0306e-04 - acc: 0.999 - ETA: 2s - loss: 8.8035e-04 - acc: 0.999 - ETA: 2s - loss: 8.5874e-04 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.9991 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9553e-04 - acc: 0.999 - ETA: 2s - loss: 9.7328e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9989 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01368: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5785 - val_acc: 0.8335 Epoch 1370/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9989 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4118e-04 - acc: 0.999 - ETA: 3s - loss: 8.7628e-04 - acc: 0.999 - ETA: 3s - loss: 8.1976e-04 - acc: 0.999 - ETA: 3s - loss: 7.7008e-04 - acc: 0.999 - ETA: 3s - loss: 7.2608e-04 - acc: 0.999 - ETA: 3s - loss: 6.8684e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9987 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01369: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8335 Epoch 1371/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9944 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.995 - ETA: 4s - loss: 0.0266 - acc: 0.995 - ETA: 4s - loss: 0.0240 - acc: 0.996 - ETA: 4s - loss: 0.0229 - acc: 0.995 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01370: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1372/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.3948e-04 - acc: 0.998 - ETA: 4s - loss: 8.2765e-04 - acc: 0.998 - ETA: 4s - loss: 7.5569e-04 - acc: 0.998 - ETA: 4s - loss: 6.9524e-04 - acc: 0.999 - ETA: 3s - loss: 6.4375e-04 - acc: 0.999 - ETA: 3s - loss: 5.9936e-04 - acc: 0.999 - ETA: 3s - loss: 5.6070e-04 - acc: 0.999 - ETA: 3s - loss: 5.2673e-04 - acc: 0.999 - ETA: 3s - loss: 4.9664e-04 - acc: 0.999 - ETA: 3s - loss: 4.6980e-04 - acc: 0.999 - ETA: 3s - loss: 4.4571e-04 - acc: 0.999 - ETA: 3s - loss: 4.2398e-04 - acc: 0.999 - ETA: 3s - loss: 7.8397e-04 - acc: 0.999 - ETA: 3s - loss: 7.4913e-04 - acc: 0.999 - ETA: 3s - loss: 7.1726e-04 - acc: 0.999 - ETA: 3s - loss: 6.8799e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9990 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01371: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5744 - val_acc: 0.8335 Epoch 1373/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.995 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01372: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1374/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01373: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1375/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.4314e-04 - acc: 0.998 - ETA: 4s - loss: 8.5114e-04 - acc: 0.998 - ETA: 4s - loss: 7.7549e-04 - acc: 0.998 - ETA: 3s - loss: 7.1220e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9981 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.5451e-04 - acc: 0.998 - ETA: 3s - loss: 9.0738e-04 - acc: 0.998 - ETA: 3s - loss: 8.6468e-04 - acc: 0.998 - ETA: 3s - loss: 8.2583e-04 - acc: 0.998 - ETA: 3s - loss: 7.9031e-04 - acc: 0.998 - ETA: 3s - loss: 7.5773e-04 - acc: 0.999 - ETA: 3s - loss: 7.2772e-04 - acc: 0.999 - ETA: 3s - loss: 7.0000e-04 - acc: 0.999 - ETA: 3s - loss: 6.7432e-04 - acc: 0.999 - ETA: 3s - loss: 6.5046e-04 - acc: 0.999 - ETA: 3s - loss: 6.2822e-04 - acc: 0.999 - ETA: 3s - loss: 6.0746e-04 - acc: 0.999 - ETA: 3s - loss: 5.8802e-04 - acc: 0.999 - ETA: 2s - loss: 5.6979e-04 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.9989 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9986Epoch 01374: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1376/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9110e-04 - acc: 0.999 - ETA: 3s - loss: 9.5474e-04 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.9982 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9986Epoch 01375: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1377/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9900 - ETA: 4s - loss: 0.0095 - acc: 0.988 - ETA: 4s - loss: 0.0066 - acc: 0.992 - ETA: 4s - loss: 0.0051 - acc: 0.994 - ETA: 4s - loss: 0.0041 - acc: 0.995 - ETA: 4s - loss: 0.0050 - acc: 0.994 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0052 - acc: 0.994 - ETA: 4s - loss: 0.0069 - acc: 0.993 - ETA: 4s - loss: 0.0063 - acc: 0.994 - ETA: 4s - loss: 0.0058 - acc: 0.994 - ETA: 3s - loss: 0.0053 - acc: 0.995 - ETA: 3s - loss: 0.0049 - acc: 0.995 - ETA: 3s - loss: 0.0046 - acc: 0.995 - ETA: 3s - loss: 0.0043 - acc: 0.996 - ETA: 3s - loss: 0.0041 - acc: 0.996 - ETA: 3s - loss: 0.0039 - acc: 0.996 - ETA: 3s - loss: 0.0037 - acc: 0.996 - ETA: 3s - loss: 0.0035 - acc: 0.996 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0112 - acc: 0.996 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01376: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8323 Epoch 1378/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5729e-04 - acc: 1.000 - ETA: 4s - loss: 8.5381e-04 - acc: 1.000 - ETA: 4s - loss: 7.7052e-04 - acc: 1.000 - ETA: 4s - loss: 7.0204e-04 - acc: 1.000 - ETA: 4s - loss: 6.4474e-04 - acc: 1.000 - ETA: 3s - loss: 0.0158 - acc: 0.9991 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01377: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1379/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01378: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1380/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7147e-04 - acc: 1.000 - ETA: 4s - loss: 7.0290e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01379: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1381/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.995 - ETA: 3s - loss: 0.0254 - acc: 0.995 - ETA: 3s - loss: 0.0242 - acc: 0.995 - ETA: 3s - loss: 0.0230 - acc: 0.995 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0297 - acc: 0.995 - ETA: 3s - loss: 0.0285 - acc: 0.995 - ETA: 3s - loss: 0.0273 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0253 - acc: 0.996 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0236 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0221 - acc: 0.996 - ETA: 2s - loss: 0.0214 - acc: 0.996 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01380: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1382/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.3372e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9991 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01381: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1383/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0105 - acc: 0.9994 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01382: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1384/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0928 - acc: 0.9944 - ETA: 4s - loss: 0.0642 - acc: 0.996 - ETA: 4s - loss: 0.0491 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01383: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1385/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8319e-04 - acc: 0.998 - ETA: 4s - loss: 8.9581e-04 - acc: 0.998 - ETA: 4s - loss: 8.2269e-04 - acc: 0.999 - ETA: 3s - loss: 7.6061e-04 - acc: 0.999 - ETA: 3s - loss: 7.0724e-04 - acc: 0.999 - ETA: 3s - loss: 6.6087e-04 - acc: 0.999 - ETA: 3s - loss: 6.2021e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9993 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5837e-04 - acc: 0.999 - ETA: 3s - loss: 9.1105e-04 - acc: 0.999 - ETA: 3s - loss: 8.6818e-04 - acc: 0.999 - ETA: 3s - loss: 8.2917e-04 - acc: 0.999 - ETA: 3s - loss: 7.9351e-04 - acc: 0.999 - ETA: 3s - loss: 7.6871e-04 - acc: 0.999 - ETA: 3s - loss: 7.3797e-04 - acc: 0.999 - ETA: 3s - loss: 7.0959e-04 - acc: 0.999 - ETA: 3s - loss: 6.8332e-04 - acc: 0.999 - ETA: 3s - loss: 6.5892e-04 - acc: 0.999 - ETA: 3s - loss: 6.3620e-04 - acc: 0.999 - ETA: 3s - loss: 6.1500e-04 - acc: 0.999 - ETA: 3s - loss: 5.9516e-04 - acc: 0.999 - ETA: 2s - loss: 5.7657e-04 - acc: 0.999 - ETA: 2s - loss: 5.5910e-04 - acc: 0.999 - ETA: 2s - loss: 5.4266e-04 - acc: 0.999 - ETA: 2s - loss: 5.2716e-04 - acc: 0.999 - ETA: 2s - loss: 7.3252e-04 - acc: 0.999 - ETA: 2s - loss: 7.1272e-04 - acc: 0.999 - ETA: 2s - loss: 6.9397e-04 - acc: 0.999 - ETA: 2s - loss: 6.7618e-04 - acc: 0.999 - ETA: 2s - loss: 6.5928e-04 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.9994 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01384: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1386/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9900 - ETA: 4s - loss: 0.0041 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01385: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5743 - val_acc: 0.8323 Epoch 1387/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01386: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 1388/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 1.0000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.0042e-04 - acc: 1.000 - ETA: 4s - loss: 7.7624e-04 - acc: 1.000 - ETA: 4s - loss: 6.8217e-04 - acc: 1.000 - ETA: 4s - loss: 6.0843e-04 - acc: 1.000 - ETA: 4s - loss: 5.4909e-04 - acc: 1.000 - ETA: 4s - loss: 0.0184 - acc: 0.9989 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0308 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01387: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5745 - val_acc: 0.8323 Epoch 1389/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.1335e-04 - acc: 1.000 - ETA: 4s - loss: 7.6723e-04 - acc: 1.000 - ETA: 4s - loss: 6.6142e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01388: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5746 - val_acc: 0.8323 Epoch 1390/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9900 - ETA: 4s - loss: 0.0040 - acc: 0.994 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.995 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0196 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.995 - ETA: 4s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01389: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5741 - val_acc: 0.8323 Epoch 1391/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9900 - ETA: 4s - loss: 0.0065 - acc: 0.994 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01390: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8323 Epoch 1392/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 1.1932e-07 - acc: 1.000 - ETA: 3s - loss: 5.6213e-04 - acc: 1.000 - ETA: 3s - loss: 5.2528e-04 - acc: 1.000 - ETA: 3s - loss: 4.9296e-04 - acc: 1.000 - ETA: 3s - loss: 9.0697e-04 - acc: 1.000 - ETA: 3s - loss: 8.5728e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9994 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6379e-04 - acc: 0.999 - ETA: 3s - loss: 9.2708e-04 - acc: 0.999 - ETA: 3s - loss: 8.9306e-04 - acc: 0.999 - ETA: 3s - loss: 8.6146e-04 - acc: 0.999 - ETA: 3s - loss: 8.3201e-04 - acc: 0.999 - ETA: 3s - loss: 8.0451e-04 - acc: 0.999 - ETA: 2s - loss: 7.7877e-04 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.9992 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01391: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1393/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 1.0000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7181e-04 - acc: 1.000 - ETA: 4s - loss: 8.6677e-04 - acc: 1.000 - ETA: 4s - loss: 7.8221e-04 - acc: 1.000 - ETA: 4s - loss: 7.1270e-04 - acc: 1.000 - ETA: 4s - loss: 6.5453e-04 - acc: 1.000 - ETA: 3s - loss: 6.0514e-04 - acc: 1.000 - ETA: 3s - loss: 5.6268e-04 - acc: 1.000 - ETA: 3s - loss: 5.2579e-04 - acc: 1.000 - ETA: 3s - loss: 4.9344e-04 - acc: 1.000 - ETA: 3s - loss: 4.6484e-04 - acc: 1.000 - ETA: 3s - loss: 4.3938e-04 - acc: 1.000 - ETA: 3s - loss: 4.1656e-04 - acc: 1.000 - ETA: 3s - loss: 3.9599e-04 - acc: 1.000 - ETA: 3s - loss: 3.7737e-04 - acc: 1.000 - ETA: 3s - loss: 3.6041e-04 - acc: 1.000 - ETA: 3s - loss: 9.1820e-04 - acc: 0.999 - ETA: 3s - loss: 8.8034e-04 - acc: 0.999 - ETA: 3s - loss: 8.4548e-04 - acc: 0.999 - ETA: 3s - loss: 8.1328e-04 - acc: 0.999 - ETA: 3s - loss: 7.8344e-04 - acc: 0.999 - ETA: 3s - loss: 7.5571e-04 - acc: 0.999 - ETA: 3s - loss: 7.2988e-04 - acc: 0.999 - ETA: 3s - loss: 7.0575e-04 - acc: 0.999 - ETA: 2s - loss: 6.8317e-04 - acc: 0.999 - ETA: 2s - loss: 6.6199e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9992 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01392: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5750 - val_acc: 0.8335 Epoch 1394/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01393: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1395/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01394: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1396/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01395: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1397/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0041 - acc: 0.9950 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01396: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5750 - val_acc: 0.8335 Epoch 1398/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9962 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2222e-04 - acc: 0.998 - ETA: 4s - loss: 8.3839e-04 - acc: 0.998 - ETA: 4s - loss: 7.6854e-04 - acc: 0.999 - ETA: 4s - loss: 7.0943e-04 - acc: 0.999 - ETA: 3s - loss: 6.5876e-04 - acc: 0.999 - ETA: 3s - loss: 6.1485e-04 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.9984 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01397: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1399/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.1791 - acc: 0.988 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.998 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 3s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01398: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1400/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01399: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1401/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.2500e-04 - acc: 0.999 - ETA: 3s - loss: 8.5520e-04 - acc: 0.999 - ETA: 3s - loss: 7.9519e-04 - acc: 0.999 - ETA: 3s - loss: 7.4306e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8179e-04 - acc: 0.999 - ETA: 3s - loss: 9.3560e-04 - acc: 0.999 - ETA: 3s - loss: 8.9355e-04 - acc: 0.999 - ETA: 3s - loss: 8.5513e-04 - acc: 0.999 - ETA: 3s - loss: 8.1987e-04 - acc: 0.999 - ETA: 3s - loss: 7.8740e-04 - acc: 0.999 - ETA: 3s - loss: 7.5741e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9991 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01400: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1402/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9985 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01401: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1403/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.3024e-04 - acc: 0.999 - ETA: 3s - loss: 6.8236e-04 - acc: 0.999 - ETA: 3s - loss: 6.4038e-04 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.9986 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01402: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5751 - val_acc: 0.8335 Epoch 1404/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01403: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1405/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.7774e-04 - acc: 1.000 - ETA: 4s - loss: 5.1850e-04 - acc: 1.000 - ETA: 4s - loss: 4.8147e-04 - acc: 1.000 - ETA: 4s - loss: 4.4938e-04 - acc: 1.000 - ETA: 4s - loss: 4.2130e-04 - acc: 1.000 - ETA: 4s - loss: 3.9653e-04 - acc: 1.000 - ETA: 4s - loss: 3.7450e-04 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9991 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01404: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1406/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0555 - acc: 0.950 - ETA: 4s - loss: 0.0111 - acc: 0.990 - ETA: 4s - loss: 0.0062 - acc: 0.994 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01405: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5736 - val_acc: 0.8335 Epoch 1407/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01406: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5733 - val_acc: 0.8335 Epoch 1408/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.3393e-04 - acc: 1.000 - ETA: 4s - loss: 3.7409e-04 - acc: 1.000 - ETA: 4s - loss: 3.2876e-04 - acc: 1.000 - ETA: 4s - loss: 2.9323e-04 - acc: 1.000 - ETA: 4s - loss: 2.6464e-04 - acc: 1.000 - ETA: 4s - loss: 2.4112e-04 - acc: 1.000 - ETA: 4s - loss: 2.2145e-04 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9991 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01407: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5734 - val_acc: 0.8335 Epoch 1409/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.6586e-04 - acc: 1.000 - ETA: 4s - loss: 8.6146e-04 - acc: 1.000 - ETA: 4s - loss: 7.7742e-04 - acc: 1.000 - ETA: 3s - loss: 7.0833e-04 - acc: 1.000 - ETA: 3s - loss: 6.5052e-04 - acc: 1.000 - ETA: 3s - loss: 6.0143e-04 - acc: 1.000 - ETA: 3s - loss: 5.5923e-04 - acc: 1.000 - ETA: 3s - loss: 5.2257e-04 - acc: 1.000 - ETA: 3s - loss: 4.9042e-04 - acc: 1.000 - ETA: 3s - loss: 4.6200e-04 - acc: 1.000 - ETA: 3s - loss: 4.3669e-04 - acc: 1.000 - ETA: 3s - loss: 4.1401e-04 - acc: 1.000 - ETA: 3s - loss: 3.9357e-04 - acc: 1.000 - ETA: 3s - loss: 3.7505e-04 - acc: 1.000 - ETA: 3s - loss: 3.5820e-04 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9995 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01408: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5734 - val_acc: 0.8335 Epoch 1410/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9900 - ETA: 4s - loss: 0.0083 - acc: 0.988 - ETA: 4s - loss: 0.0057 - acc: 0.992 - ETA: 4s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0035 - acc: 0.995 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01409: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1411/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0130 - acc: 0.9992 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 01410: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1412/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9988 - ETA: 4s - loss: 9.3370e-04 - acc: 0.998 - ETA: 4s - loss: 8.5749e-04 - acc: 0.999 - ETA: 3s - loss: 7.9278e-04 - acc: 0.999 - ETA: 3s - loss: 7.3716e-04 - acc: 0.999 - ETA: 3s - loss: 6.8883e-04 - acc: 0.999 - ETA: 3s - loss: 6.4644e-04 - acc: 0.999 - ETA: 3s - loss: 6.0898e-04 - acc: 0.999 - ETA: 3s - loss: 5.7561e-04 - acc: 0.999 - ETA: 3s - loss: 5.4572e-04 - acc: 0.999 - ETA: 3s - loss: 5.1878e-04 - acc: 0.999 - ETA: 3s - loss: 4.9437e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9962e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8129e-04 - acc: 0.999 - ETA: 2s - loss: 9.5495e-04 - acc: 0.999 - ETA: 2s - loss: 9.2998e-04 - acc: 0.999 - ETA: 2s - loss: 9.0629e-04 - acc: 0.999 - ETA: 2s - loss: 8.8378e-04 - acc: 0.999 - ETA: 2s - loss: 8.6236e-04 - acc: 0.999 - ETA: 2s - loss: 8.4195e-04 - acc: 0.999 - ETA: 2s - loss: 8.2248e-04 - acc: 0.999 - ETA: 2s - loss: 8.0390e-04 - acc: 0.999 - ETA: 2s - loss: 7.8614e-04 - acc: 0.999 - ETA: 2s - loss: 7.6914e-04 - acc: 0.999 - ETA: 2s - loss: 7.5287e-04 - acc: 0.999 - ETA: 2s - loss: 7.3727e-04 - acc: 0.999 - ETA: 1s - loss: 7.2230e-04 - acc: 0.999 - ETA: 1s - loss: 7.0793e-04 - acc: 0.999 - ETA: 1s - loss: 6.9412e-04 - acc: 0.999 - ETA: 1s - loss: 8.3938e-04 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.9993 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01411: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1413/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0404 - acc: 0.9952 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01412: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1414/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01413: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1415/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9900 - ETA: 4s - loss: 0.0040 - acc: 0.994 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7165e-04 - acc: 0.998 - ETA: 4s - loss: 8.7686e-04 - acc: 0.998 - ETA: 4s - loss: 7.9893e-04 - acc: 0.998 - ETA: 4s - loss: 7.3372e-04 - acc: 0.999 - ETA: 4s - loss: 6.7836e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9991 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9357e-04 - acc: 0.999 - ETA: 3s - loss: 9.3598e-04 - acc: 0.999 - ETA: 3s - loss: 8.8470e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9987 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7025e-04 - acc: 0.999 - ETA: 2s - loss: 9.4017e-04 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.9989 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01414: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5748 - val_acc: 0.8335 Epoch 1416/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9980 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01415: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1417/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.6912e-04 - acc: 0.999 - ETA: 3s - loss: 5.3956e-04 - acc: 0.999 - ETA: 3s - loss: 5.1292e-04 - acc: 0.999 - ETA: 3s - loss: 4.8879e-04 - acc: 0.999 - ETA: 3s - loss: 4.6683e-04 - acc: 0.999 - ETA: 3s - loss: 4.4676e-04 - acc: 0.999 - ETA: 3s - loss: 8.6832e-04 - acc: 0.999 - ETA: 3s - loss: 8.3393e-04 - acc: 0.999 - ETA: 3s - loss: 8.0217e-04 - acc: 0.999 - ETA: 3s - loss: 7.7274e-04 - acc: 0.999 - ETA: 3s - loss: 7.4539e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9987 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01416: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5743 - val_acc: 0.8335 Epoch 1418/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.8806e-04 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.9978 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01417: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5745 - val_acc: 0.8335 Epoch 1419/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.2245e-04 - acc: 1.000 - ETA: 3s - loss: 2.0956e-04 - acc: 1.000 - ETA: 3s - loss: 1.9809e-04 - acc: 1.000 - ETA: 3s - loss: 0.0126 - acc: 0.9987 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01418: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5746 - val_acc: 0.8335 Epoch 1420/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01419: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5747 - val_acc: 0.8335 Epoch 1421/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01420: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5745 - val_acc: 0.8335 Epoch 1422/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9962 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2087e-04 - acc: 0.998 - ETA: 4s - loss: 8.4571e-04 - acc: 0.999 - ETA: 4s - loss: 7.8189e-04 - acc: 0.999 - ETA: 3s - loss: 7.2703e-04 - acc: 0.999 - ETA: 3s - loss: 6.7936e-04 - acc: 0.999 - ETA: 3s - loss: 6.3756e-04 - acc: 0.999 - ETA: 3s - loss: 6.0061e-04 - acc: 0.999 - ETA: 3s - loss: 5.6771e-04 - acc: 0.999 - ETA: 3s - loss: 5.3822e-04 - acc: 0.999 - ETA: 3s - loss: 5.1165e-04 - acc: 0.999 - ETA: 3s - loss: 4.8758e-04 - acc: 0.999 - ETA: 3s - loss: 4.6567e-04 - acc: 0.999 - ETA: 3s - loss: 4.4565e-04 - acc: 0.999 - ETA: 3s - loss: 4.2727e-04 - acc: 0.999 - ETA: 3s - loss: 4.1036e-04 - acc: 0.999 - ETA: 3s - loss: 3.9473e-04 - acc: 0.999 - ETA: 3s - loss: 3.8025e-04 - acc: 0.999 - ETA: 3s - loss: 7.8800e-04 - acc: 0.999 - ETA: 3s - loss: 7.6106e-04 - acc: 0.999 - ETA: 3s - loss: 7.3591e-04 - acc: 0.999 - ETA: 3s - loss: 7.1236e-04 - acc: 0.999 - ETA: 2s - loss: 6.9028e-04 - acc: 0.999 - ETA: 2s - loss: 6.6952e-04 - acc: 0.999 - ETA: 2s - loss: 9.6291e-04 - acc: 0.998 - ETA: 2s - loss: 9.3560e-04 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.9986 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9983Epoch 01421: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1423/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.1152e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7649e-04 - acc: 1.000 - ETA: 4s - loss: 9.0281e-04 - acc: 1.000 - ETA: 3s - loss: 8.3946e-04 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.9992 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01422: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1424/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3576e-04 - acc: 0.998 - ETA: 4s - loss: 8.5260e-04 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.9980 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01423: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1425/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0261 - acc: 0.996 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01424: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1426/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9900 - ETA: 4s - loss: 0.0040 - acc: 0.994 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9152e-04 - acc: 0.998 - ETA: 4s - loss: 8.9238e-04 - acc: 0.998 - ETA: 4s - loss: 8.1126e-04 - acc: 0.998 - ETA: 4s - loss: 7.4367e-04 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.9981 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01425: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1427/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9971 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3685e-04 - acc: 0.998 - ETA: 4s - loss: 8.6039e-04 - acc: 0.999 - ETA: 4s - loss: 7.9546e-04 - acc: 0.999 - ETA: 4s - loss: 7.3965e-04 - acc: 0.999 - ETA: 4s - loss: 6.9115e-04 - acc: 0.999 - ETA: 4s - loss: 6.5876e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01426: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1428/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9900 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.995 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01427: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8335 Epoch 1429/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9993 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01428: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1430/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0465 - acc: 0.950 - ETA: 3s - loss: 0.0093 - acc: 0.990 - ETA: 4s - loss: 0.0052 - acc: 0.994 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4829e-04 - acc: 0.999 - ETA: 4s - loss: 8.7673e-04 - acc: 0.999 - ETA: 4s - loss: 8.1521e-04 - acc: 0.999 - ETA: 4s - loss: 7.7446e-04 - acc: 0.999 - ETA: 4s - loss: 7.3759e-04 - acc: 0.999 - ETA: 4s - loss: 7.0406e-04 - acc: 0.999 - ETA: 4s - loss: 6.6384e-04 - acc: 0.999 - ETA: 4s - loss: 6.2796e-04 - acc: 0.999 - ETA: 3s - loss: 5.9577e-04 - acc: 0.999 - ETA: 3s - loss: 5.6671e-04 - acc: 0.999 - ETA: 3s - loss: 5.4671e-04 - acc: 0.999 - ETA: 3s - loss: 5.2215e-04 - acc: 0.999 - ETA: 3s - loss: 4.9969e-04 - acc: 0.999 - ETA: 3s - loss: 4.7909e-04 - acc: 0.999 - ETA: 3s - loss: 4.6012e-04 - acc: 0.999 - ETA: 3s - loss: 4.4260e-04 - acc: 0.999 - ETA: 3s - loss: 4.2636e-04 - acc: 0.999 - ETA: 3s - loss: 4.1494e-04 - acc: 0.999 - ETA: 3s - loss: 4.0064e-04 - acc: 0.999 - ETA: 3s - loss: 3.9054e-04 - acc: 0.999 - ETA: 3s - loss: 3.7785e-04 - acc: 0.999 - ETA: 3s - loss: 3.6595e-04 - acc: 0.999 - ETA: 3s - loss: 3.5751e-04 - acc: 0.999 - ETA: 3s - loss: 3.4684e-04 - acc: 0.999 - ETA: 3s - loss: 3.3679e-04 - acc: 0.999 - ETA: 3s - loss: 3.2731e-04 - acc: 0.999 - ETA: 2s - loss: 4.3964e-04 - acc: 0.999 - ETA: 2s - loss: 4.2792e-04 - acc: 0.999 - ETA: 2s - loss: 4.1681e-04 - acc: 0.999 - ETA: 2s - loss: 4.0626e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9994 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01429: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1431/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.3923e-04 - acc: 0.999 - ETA: 4s - loss: 7.9564e-04 - acc: 0.999 - ETA: 4s - loss: 7.6581e-04 - acc: 0.999 - ETA: 3s - loss: 7.2935e-04 - acc: 0.999 - ETA: 3s - loss: 6.9620e-04 - acc: 0.999 - ETA: 3s - loss: 6.7325e-04 - acc: 0.999 - ETA: 3s - loss: 6.4491e-04 - acc: 0.999 - ETA: 3s - loss: 6.1886e-04 - acc: 0.999 - ETA: 3s - loss: 5.9483e-04 - acc: 0.999 - ETA: 3s - loss: 9.9491e-04 - acc: 0.999 - ETA: 3s - loss: 9.6753e-04 - acc: 0.999 - ETA: 3s - loss: 9.3329e-04 - acc: 0.999 - ETA: 3s - loss: 9.0138e-04 - acc: 0.999 - ETA: 3s - loss: 8.7885e-04 - acc: 0.999 - ETA: 3s - loss: 8.5050e-04 - acc: 0.999 - ETA: 3s - loss: 8.2393e-04 - acc: 0.999 - ETA: 3s - loss: 7.9897e-04 - acc: 0.999 - ETA: 3s - loss: 7.7547e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9989 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9003e-04 - acc: 0.999 - ETA: 2s - loss: 9.6381e-04 - acc: 0.999 - ETA: 2s - loss: 9.4504e-04 - acc: 0.999 - ETA: 2s - loss: 9.2112e-04 - acc: 0.999 - ETA: 2s - loss: 8.9838e-04 - acc: 0.999 - ETA: 2s - loss: 8.8204e-04 - acc: 0.999 - ETA: 2s - loss: 8.6117e-04 - acc: 0.999 - ETA: 2s - loss: 8.4126e-04 - acc: 0.999 - ETA: 2s - loss: 8.2225e-04 - acc: 0.999 - ETA: 2s - loss: 8.0408e-04 - acc: 0.999 - ETA: 2s - loss: 7.8670e-04 - acc: 0.999 - ETA: 2s - loss: 7.7005e-04 - acc: 0.999 - ETA: 2s - loss: 7.5410e-04 - acc: 0.999 - ETA: 2s - loss: 7.3879e-04 - acc: 0.999 - ETA: 2s - loss: 9.5552e-04 - acc: 0.999 - ETA: 2s - loss: 9.3688e-04 - acc: 0.999 - ETA: 2s - loss: 9.2337e-04 - acc: 0.999 - ETA: 1s - loss: 9.0595e-04 - acc: 0.999 - ETA: 1s - loss: 8.8917e-04 - acc: 0.999 - ETA: 1s - loss: 8.7699e-04 - acc: 0.999 - ETA: 1s - loss: 8.6126e-04 - acc: 0.999 - ETA: 1s - loss: 8.4609e-04 - acc: 0.999 - ETA: 1s - loss: 8.3144e-04 - acc: 0.999 - ETA: 1s - loss: 8.1729e-04 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.9990 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9985Epoch 01430: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1432/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.8014e-04 - acc: 1.000 - ETA: 4s - loss: 8.5368e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9986 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7423e-04 - acc: 0.999 - ETA: 4s - loss: 9.3188e-04 - acc: 0.999 - ETA: 4s - loss: 8.9306e-04 - acc: 0.999 - ETA: 4s - loss: 8.5734e-04 - acc: 0.999 - ETA: 4s - loss: 8.2437e-04 - acc: 0.999 - ETA: 3s - loss: 7.8416e-04 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.9988 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01431: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1433/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9962 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01432: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1434/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0052 - acc: 1.0000 - ETA: 4s - loss: 0.0098 - acc: 0.994 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0308 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01433: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1435/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 8.7146e-04 - acc: 0.999 - ETA: 3s - loss: 8.1031e-04 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.9984 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01434: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1436/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 1.0000 - ETA: 4s - loss: 0.0039 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01435: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1437/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0252 - acc: 0.9984 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01436: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8335 Epoch 1438/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01437: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1439/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 1.0000 - ETA: 4s - loss: 0.0934 - acc: 0.994 - ETA: 4s - loss: 0.0646 - acc: 0.996 - ETA: 4s - loss: 0.0968 - acc: 0.994 - ETA: 4s - loss: 0.0784 - acc: 0.995 - ETA: 4s - loss: 0.0658 - acc: 0.996 - ETA: 4s - loss: 0.0568 - acc: 0.996 - ETA: 4s - loss: 0.0499 - acc: 0.997 - ETA: 4s - loss: 0.0663 - acc: 0.995 - ETA: 4s - loss: 0.0598 - acc: 0.996 - ETA: 4s - loss: 0.0545 - acc: 0.996 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0471 - acc: 0.996 - ETA: 4s - loss: 0.0438 - acc: 0.996 - ETA: 4s - loss: 0.0409 - acc: 0.996 - ETA: 4s - loss: 0.0384 - acc: 0.996 - ETA: 3s - loss: 0.0362 - acc: 0.997 - ETA: 3s - loss: 0.0342 - acc: 0.997 - ETA: 3s - loss: 0.0324 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0300 - acc: 0.997 - ETA: 3s - loss: 0.0292 - acc: 0.996 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0259 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01438: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1440/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0065 - acc: 0.9944 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6017e-04 - acc: 0.999 - ETA: 4s - loss: 9.0109e-04 - acc: 0.999 - ETA: 4s - loss: 8.4886e-04 - acc: 0.999 - ETA: 4s - loss: 8.0235e-04 - acc: 0.999 - ETA: 4s - loss: 7.6068e-04 - acc: 0.999 - ETA: 3s - loss: 7.2312e-04 - acc: 0.999 - ETA: 3s - loss: 6.8910e-04 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.9989 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01439: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1441/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01440: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1442/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.7545e-04 - acc: 1.000 - ETA: 4s - loss: 6.0957e-04 - acc: 1.000 - ETA: 4s - loss: 5.5539e-04 - acc: 1.000 - ETA: 4s - loss: 5.1006e-04 - acc: 1.000 - ETA: 4s - loss: 4.7158e-04 - acc: 1.000 - ETA: 4s - loss: 4.3849e-04 - acc: 1.000 - ETA: 4s - loss: 4.0975e-04 - acc: 1.000 - ETA: 4s - loss: 3.8454e-04 - acc: 1.000 - ETA: 4s - loss: 3.6225e-04 - acc: 1.000 - ETA: 4s - loss: 3.4717e-04 - acc: 1.000 - ETA: 3s - loss: 0.0134 - acc: 0.9987 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01441: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1443/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 1.0000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6740e-04 - acc: 1.000 - ETA: 4s - loss: 9.2021e-04 - acc: 1.000 - ETA: 3s - loss: 8.6733e-04 - acc: 1.000 - ETA: 3s - loss: 8.2922e-04 - acc: 1.000 - ETA: 3s - loss: 7.9431e-04 - acc: 1.000 - ETA: 3s - loss: 7.6222e-04 - acc: 1.000 - ETA: 3s - loss: 7.3262e-04 - acc: 1.000 - ETA: 3s - loss: 7.1189e-04 - acc: 1.000 - ETA: 3s - loss: 6.8601e-04 - acc: 1.000 - ETA: 3s - loss: 6.6780e-04 - acc: 1.000 - ETA: 3s - loss: 6.4497e-04 - acc: 1.000 - ETA: 3s - loss: 6.2885e-04 - acc: 1.000 - ETA: 3s - loss: 6.1352e-04 - acc: 1.000 - ETA: 3s - loss: 5.9891e-04 - acc: 1.000 - ETA: 3s - loss: 5.8049e-04 - acc: 1.000 - ETA: 3s - loss: 5.6740e-04 - acc: 1.000 - ETA: 3s - loss: 5.5083e-04 - acc: 1.000 - ETA: 3s - loss: 5.3903e-04 - acc: 1.000 - ETA: 3s - loss: 5.2773e-04 - acc: 1.000 - ETA: 2s - loss: 5.1337e-04 - acc: 1.000 - ETA: 2s - loss: 5.0310e-04 - acc: 1.000 - ETA: 2s - loss: 4.9004e-04 - acc: 1.000 - ETA: 2s - loss: 4.7764e-04 - acc: 1.000 - ETA: 2s - loss: 4.6585e-04 - acc: 1.000 - ETA: 2s - loss: 4.5738e-04 - acc: 1.000 - ETA: 2s - loss: 4.4656e-04 - acc: 1.000 - ETA: 2s - loss: 4.3623e-04 - acc: 1.000 - ETA: 2s - loss: 4.2880e-04 - acc: 1.000 - ETA: 2s - loss: 4.2162e-04 - acc: 1.000 - ETA: 2s - loss: 4.1240e-04 - acc: 1.000 - ETA: 2s - loss: 0.0011 - acc: 0.9997 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01442: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1444/2000 6600/6680 [============================>.] - ETA: 5s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.996 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01443: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1445/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.9960 - ETA: 4s - loss: 0.0060 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.995 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0074 - acc: 0.995 - ETA: 4s - loss: 0.0068 - acc: 0.995 - ETA: 4s - loss: 0.0063 - acc: 0.996 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01444: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1446/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.995 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0039 - acc: 0.996 - ETA: 4s - loss: 0.0057 - acc: 0.995 - ETA: 4s - loss: 0.0050 - acc: 0.995 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.995 - ETA: 4s - loss: 0.0203 - acc: 0.995 - ETA: 4s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0174 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0261 - acc: 0.996 - ETA: 3s - loss: 0.0246 - acc: 0.996 - ETA: 3s - loss: 0.0234 - acc: 0.996 - ETA: 3s - loss: 0.0222 - acc: 0.996 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01445: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1447/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.0400e-04 - acc: 0.999 - ETA: 3s - loss: 4.7912e-04 - acc: 0.999 - ETA: 3s - loss: 4.5658e-04 - acc: 0.999 - ETA: 3s - loss: 4.3606e-04 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.9989 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01446: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1448/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01447: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5749 - val_acc: 0.8335 Epoch 1449/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.6877e-04 - acc: 1.000 - ETA: 3s - loss: 3.4460e-04 - acc: 1.000 - ETA: 3s - loss: 3.2340e-04 - acc: 1.000 - ETA: 3s - loss: 3.0466e-04 - acc: 1.000 - ETA: 3s - loss: 2.8797e-04 - acc: 1.000 - ETA: 3s - loss: 2.7302e-04 - acc: 1.000 - ETA: 3s - loss: 2.5954e-04 - acc: 1.000 - ETA: 3s - loss: 2.4733e-04 - acc: 1.000 - ETA: 3s - loss: 2.3622e-04 - acc: 1.000 - ETA: 3s - loss: 2.2607e-04 - acc: 1.000 - ETA: 3s - loss: 2.1675e-04 - acc: 1.000 - ETA: 3s - loss: 2.0817e-04 - acc: 1.000 - ETA: 3s - loss: 2.0024e-04 - acc: 1.000 - ETA: 3s - loss: 1.9290e-04 - acc: 1.000 - ETA: 3s - loss: 1.8608e-04 - acc: 1.000 - ETA: 3s - loss: 1.7972e-04 - acc: 1.000 - ETA: 3s - loss: 1.7378e-04 - acc: 1.000 - ETA: 2s - loss: 3.5254e-04 - acc: 1.000 - ETA: 2s - loss: 3.4161e-04 - acc: 1.000 - ETA: 2s - loss: 3.3134e-04 - acc: 1.000 - ETA: 2s - loss: 3.2167e-04 - acc: 1.000 - ETA: 2s - loss: 3.1255e-04 - acc: 1.000 - ETA: 2s - loss: 0.0059 - acc: 0.9997 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01448: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1450/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01449: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9988 - val_loss: 1.5805 - val_acc: 0.8335 Epoch 1451/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0882e-04 - acc: 1.000 - ETA: 4s - loss: 8.1317e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9988 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01450: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5802 - val_acc: 0.8335 Epoch 1452/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9900 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7192e-04 - acc: 0.999 - ETA: 3s - loss: 9.3752e-04 - acc: 0.999 - ETA: 3s - loss: 9.0547e-04 - acc: 0.999 - ETA: 3s - loss: 8.7554e-04 - acc: 0.999 - ETA: 3s - loss: 8.4753e-04 - acc: 0.999 - ETA: 2s - loss: 8.2125e-04 - acc: 0.999 - ETA: 2s - loss: 7.9655e-04 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.9989 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01451: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8335 Epoch 1453/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9980 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01452: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8335 Epoch 1454/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01453: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8335 Epoch 1455/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9980 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01454: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1456/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9971 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9879e-04 - acc: 0.999 - ETA: 3s - loss: 9.2342e-04 - acc: 0.999 - ETA: 3s - loss: 8.5863e-04 - acc: 0.999 - ETA: 3s - loss: 8.0233e-04 - acc: 0.999 - ETA: 3s - loss: 7.5296e-04 - acc: 0.999 - ETA: 3s - loss: 7.0932e-04 - acc: 0.999 - ETA: 3s - loss: 6.7046e-04 - acc: 0.999 - ETA: 3s - loss: 6.3564e-04 - acc: 0.999 - ETA: 3s - loss: 8.7850e-04 - acc: 0.999 - ETA: 3s - loss: 8.3716e-04 - acc: 0.999 - ETA: 3s - loss: 7.9954e-04 - acc: 0.999 - ETA: 3s - loss: 7.6516e-04 - acc: 0.999 - ETA: 3s - loss: 7.3361e-04 - acc: 0.999 - ETA: 3s - loss: 7.0456e-04 - acc: 0.999 - ETA: 3s - loss: 6.7772e-04 - acc: 0.999 - ETA: 3s - loss: 6.5286e-04 - acc: 0.999 - ETA: 3s - loss: 6.2975e-04 - acc: 0.999 - ETA: 3s - loss: 6.0823e-04 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.9992 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01455: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8335 Epoch 1457/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.9218e-04 - acc: 1.000 - ETA: 4s - loss: 4.5202e-04 - acc: 1.000 - ETA: 4s - loss: 4.1791e-04 - acc: 1.000 - ETA: 4s - loss: 3.8859e-04 - acc: 1.000 - ETA: 3s - loss: 3.6312e-04 - acc: 1.000 - ETA: 3s - loss: 3.4078e-04 - acc: 1.000 - ETA: 3s - loss: 3.2103e-04 - acc: 1.000 - ETA: 3s - loss: 3.0345e-04 - acc: 1.000 - ETA: 3s - loss: 2.8769e-04 - acc: 1.000 - ETA: 3s - loss: 2.7349e-04 - acc: 1.000 - ETA: 3s - loss: 2.6062e-04 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01456: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8335 Epoch 1458/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01457: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5734 - val_acc: 0.8335 Epoch 1459/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.5057e-04 - acc: 0.999 - ETA: 3s - loss: 6.1678e-04 - acc: 0.999 - ETA: 3s - loss: 5.8632e-04 - acc: 0.999 - ETA: 3s - loss: 5.5874e-04 - acc: 0.999 - ETA: 3s - loss: 5.3363e-04 - acc: 0.999 - ETA: 3s - loss: 5.1068e-04 - acc: 0.999 - ETA: 3s - loss: 4.8963e-04 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.9990 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01458: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5733 - val_acc: 0.8335 Epoch 1460/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01459: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1461/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01460: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1462/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6076e-04 - acc: 1.000 - ETA: 4s - loss: 8.4432e-04 - acc: 1.000 - ETA: 4s - loss: 7.5305e-04 - acc: 1.000 - ETA: 4s - loss: 6.7960e-04 - acc: 1.000 - ETA: 4s - loss: 6.1920e-04 - acc: 1.000 - ETA: 3s - loss: 5.6866e-04 - acc: 1.000 - ETA: 3s - loss: 5.2575e-04 - acc: 1.000 - ETA: 3s - loss: 4.8887e-04 - acc: 1.000 - ETA: 3s - loss: 4.5682e-04 - acc: 1.000 - ETA: 3s - loss: 4.2871e-04 - acc: 1.000 - ETA: 3s - loss: 4.0387e-04 - acc: 1.000 - ETA: 3s - loss: 3.8174e-04 - acc: 1.000 - ETA: 3s - loss: 6.9143e-04 - acc: 1.000 - ETA: 3s - loss: 6.5729e-04 - acc: 1.000 - ETA: 3s - loss: 0.0101 - acc: 0.9994 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01461: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1463/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9985 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2256e-04 - acc: 0.998 - ETA: 3s - loss: 8.4057e-04 - acc: 0.998 - ETA: 3s - loss: 7.7196e-04 - acc: 0.999 - ETA: 3s - loss: 7.1371e-04 - acc: 0.999 - ETA: 3s - loss: 6.6363e-04 - acc: 0.999 - ETA: 3s - loss: 6.2012e-04 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.9985 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01462: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1464/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01463: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1465/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01464: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1466/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9988 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01465: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1467/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01466: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1468/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.5672e-04 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.9988 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01467: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1469/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0160 - acc: 0.9800 - ETA: 4s - loss: 0.0089 - acc: 0.988 - ETA: 4s - loss: 0.0062 - acc: 0.992 - ETA: 4s - loss: 0.0047 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6670e-04 - acc: 0.998 - ETA: 3s - loss: 9.2226e-04 - acc: 0.998 - ETA: 3s - loss: 8.8173e-04 - acc: 0.998 - ETA: 3s - loss: 8.4461e-04 - acc: 0.998 - ETA: 3s - loss: 8.1049e-04 - acc: 0.999 - ETA: 3s - loss: 7.7902e-04 - acc: 0.999 - ETA: 3s - loss: 7.4990e-04 - acc: 0.999 - ETA: 3s - loss: 7.2288e-04 - acc: 0.999 - ETA: 3s - loss: 6.9774e-04 - acc: 0.999 - ETA: 3s - loss: 6.7429e-04 - acc: 0.999 - ETA: 3s - loss: 6.5237e-04 - acc: 0.999 - ETA: 3s - loss: 6.3182e-04 - acc: 0.999 - ETA: 3s - loss: 6.1253e-04 - acc: 0.999 - ETA: 2s - loss: 5.9439e-04 - acc: 0.999 - ETA: 2s - loss: 5.7729e-04 - acc: 0.999 - ETA: 2s - loss: 5.6114e-04 - acc: 0.999 - ETA: 2s - loss: 5.4588e-04 - acc: 0.999 - ETA: 2s - loss: 7.9301e-04 - acc: 0.999 - ETA: 2s - loss: 7.7255e-04 - acc: 0.999 - ETA: 2s - loss: 7.5312e-04 - acc: 0.999 - ETA: 2s - loss: 7.3464e-04 - acc: 0.999 - ETA: 2s - loss: 7.1705e-04 - acc: 0.999 - ETA: 2s - loss: 7.0028e-04 - acc: 0.999 - ETA: 2s - loss: 6.8427e-04 - acc: 0.999 - ETA: 2s - loss: 6.6898e-04 - acc: 0.999 - ETA: 2s - loss: 6.5436e-04 - acc: 0.999 - ETA: 2s - loss: 6.4037e-04 - acc: 0.999 - ETA: 2s - loss: 6.2696e-04 - acc: 0.999 - ETA: 2s - loss: 6.1410e-04 - acc: 0.999 - ETA: 2s - loss: 6.0176e-04 - acc: 0.999 - ETA: 1s - loss: 5.8991e-04 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.9990 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9983Epoch 01468: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5741 - val_acc: 0.8335 Epoch 1470/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01469: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5740 - val_acc: 0.8335 Epoch 1471/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9988Epoch 01470: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5742 - val_acc: 0.8335 Epoch 1472/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0919 - acc: 0.994 - ETA: 4s - loss: 0.0637 - acc: 0.996 - ETA: 4s - loss: 0.0487 - acc: 0.997 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01471: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5749 - val_acc: 0.8323 Epoch 1473/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 3s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01472: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5750 - val_acc: 0.8323 Epoch 1474/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2861e-04 - acc: 1.000 - ETA: 4s - loss: 8.0054e-04 - acc: 1.000 - ETA: 4s - loss: 7.0352e-04 - acc: 1.000 - ETA: 4s - loss: 6.2748e-04 - acc: 1.000 - ETA: 4s - loss: 5.6627e-04 - acc: 1.000 - ETA: 4s - loss: 5.1595e-04 - acc: 1.000 - ETA: 4s - loss: 4.7384e-04 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9991 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01473: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8323 Epoch 1475/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.7767e-04 - acc: 0.999 - ETA: 3s - loss: 5.4602e-04 - acc: 0.999 - ETA: 3s - loss: 5.1766e-04 - acc: 0.999 - ETA: 3s - loss: 4.9210e-04 - acc: 0.999 - ETA: 3s - loss: 4.6895e-04 - acc: 0.999 - ETA: 3s - loss: 4.4788e-04 - acc: 0.999 - ETA: 3s - loss: 4.2862e-04 - acc: 0.999 - ETA: 3s - loss: 4.1095e-04 - acc: 0.999 - ETA: 3s - loss: 3.9468e-04 - acc: 0.999 - ETA: 3s - loss: 3.7965e-04 - acc: 0.999 - ETA: 3s - loss: 7.3946e-04 - acc: 0.999 - ETA: 3s - loss: 7.1329e-04 - acc: 0.999 - ETA: 3s - loss: 6.8890e-04 - acc: 0.999 - ETA: 3s - loss: 6.6613e-04 - acc: 0.999 - ETA: 2s - loss: 7.7848e-04 - acc: 0.999 - ETA: 2s - loss: 7.5434e-04 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.9989 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01474: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1476/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9971 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.2469e-04 - acc: 0.999 - ETA: 3s - loss: 8.5981e-04 - acc: 0.999 - ETA: 3s - loss: 8.0344e-04 - acc: 0.999 - ETA: 3s - loss: 7.5400e-04 - acc: 0.999 - ETA: 3s - loss: 7.1030e-04 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.9979 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01475: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5750 - val_acc: 0.8335 Epoch 1477/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0393 - acc: 0.9976 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01476: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8335 Epoch 1478/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.9786e-04 - acc: 1.000 - ETA: 4s - loss: 8.0080e-04 - acc: 1.000 - ETA: 4s - loss: 7.2269e-04 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9989 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01477: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8335 Epoch 1479/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9989 - ETA: 4s - loss: 9.7234e-04 - acc: 0.999 - ETA: 3s - loss: 9.0032e-04 - acc: 0.999 - ETA: 3s - loss: 8.3824e-04 - acc: 0.999 - ETA: 3s - loss: 7.8417e-04 - acc: 0.999 - ETA: 3s - loss: 7.3665e-04 - acc: 0.999 - ETA: 3s - loss: 6.9456e-04 - acc: 0.999 - ETA: 3s - loss: 6.5702e-04 - acc: 0.999 - ETA: 3s - loss: 6.2334e-04 - acc: 0.999 - ETA: 3s - loss: 5.9294e-04 - acc: 0.999 - ETA: 3s - loss: 5.6536e-04 - acc: 0.999 - ETA: 3s - loss: 7.1401e-04 - acc: 0.999 - ETA: 3s - loss: 6.8363e-04 - acc: 0.999 - ETA: 3s - loss: 6.5573e-04 - acc: 0.999 - ETA: 3s - loss: 6.3002e-04 - acc: 0.999 - ETA: 3s - loss: 6.0625e-04 - acc: 0.999 - ETA: 3s - loss: 5.8421e-04 - acc: 0.999 - ETA: 3s - loss: 5.6372e-04 - acc: 0.999 - ETA: 3s - loss: 5.4461e-04 - acc: 0.999 - ETA: 3s - loss: 5.2676e-04 - acc: 0.999 - ETA: 3s - loss: 5.1004e-04 - acc: 0.999 - ETA: 2s - loss: 4.9435e-04 - acc: 0.999 - ETA: 2s - loss: 4.7960e-04 - acc: 0.999 - ETA: 2s - loss: 4.6570e-04 - acc: 0.999 - ETA: 2s - loss: 4.5259e-04 - acc: 0.999 - ETA: 2s - loss: 4.4019e-04 - acc: 0.999 - ETA: 2s - loss: 4.2845e-04 - acc: 0.999 - ETA: 2s - loss: 4.1733e-04 - acc: 0.999 - ETA: 2s - loss: 4.0677e-04 - acc: 0.999 - ETA: 2s - loss: 3.9673e-04 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.9994 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01478: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5759 - val_acc: 0.8335 Epoch 1480/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01479: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1481/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0059 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.8858e-04 - acc: 1.000 - ETA: 4s - loss: 7.9253e-04 - acc: 1.000 - ETA: 4s - loss: 7.1522e-04 - acc: 1.000 - ETA: 4s - loss: 6.5166e-04 - acc: 1.000 - ETA: 3s - loss: 5.9847e-04 - acc: 1.000 - ETA: 3s - loss: 5.5331e-04 - acc: 1.000 - ETA: 3s - loss: 5.1449e-04 - acc: 1.000 - ETA: 3s - loss: 4.8076e-04 - acc: 1.000 - ETA: 3s - loss: 0.0128 - acc: 0.9992 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01480: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1482/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9900 - ETA: 4s - loss: 0.0196 - acc: 0.988 - ETA: 4s - loss: 0.0135 - acc: 0.992 - ETA: 4s - loss: 0.0104 - acc: 0.994 - ETA: 4s - loss: 0.0084 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01481: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1483/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0748 - acc: 0.995 - ETA: 4s - loss: 0.0548 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.997 - ETA: 4s - loss: 0.0377 - acc: 0.995 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 01482: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5752 - val_acc: 0.8335 Epoch 1484/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9987 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01483: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1485/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.5239e-04 - acc: 1.000 - ETA: 4s - loss: 7.6924e-04 - acc: 1.000 - ETA: 4s - loss: 7.0087e-04 - acc: 1.000 - ETA: 4s - loss: 6.4367e-04 - acc: 1.000 - ETA: 4s - loss: 6.0654e-04 - acc: 1.000 - ETA: 4s - loss: 5.6322e-04 - acc: 1.000 - ETA: 3s - loss: 5.2568e-04 - acc: 1.000 - ETA: 3s - loss: 4.9284e-04 - acc: 1.000 - ETA: 3s - loss: 4.6385e-04 - acc: 1.000 - ETA: 3s - loss: 4.3809e-04 - acc: 1.000 - ETA: 3s - loss: 4.1504e-04 - acc: 1.000 - ETA: 3s - loss: 3.9429e-04 - acc: 1.000 - ETA: 3s - loss: 3.7552e-04 - acc: 1.000 - ETA: 3s - loss: 3.5846e-04 - acc: 1.000 - ETA: 3s - loss: 3.4288e-04 - acc: 1.000 - ETA: 3s - loss: 3.2860e-04 - acc: 1.000 - ETA: 3s - loss: 3.1546e-04 - acc: 1.000 - ETA: 3s - loss: 3.0333e-04 - acc: 1.000 - ETA: 3s - loss: 2.9210e-04 - acc: 1.000 - ETA: 3s - loss: 2.8167e-04 - acc: 1.000 - ETA: 3s - loss: 4.9641e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9996 - ETA: 3s - loss: 9.7693e-04 - acc: 0.999 - ETA: 3s - loss: 9.4640e-04 - acc: 0.999 - ETA: 2s - loss: 9.1773e-04 - acc: 0.999 - ETA: 2s - loss: 8.9074e-04 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.9993 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01484: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1486/2000 6640/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9969 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.0233e-04 - acc: 0.998 - ETA: 4s - loss: 8.2031e-04 - acc: 0.998 - ETA: 4s - loss: 7.5196e-04 - acc: 0.999 - ETA: 4s - loss: 6.9413e-04 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.9982 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9686e-04 - acc: 0.999 - ETA: 3s - loss: 9.5852e-04 - acc: 0.999 - ETA: 3s - loss: 9.2303e-04 - acc: 0.999 - ETA: 3s - loss: 8.9006e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9987 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01485: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1487/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9985 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01486: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5753 - val_acc: 0.8323 Epoch 1488/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0413 - acc: 0.995 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01487: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1489/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0110 - acc: 0.9993 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01488: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1490/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.1118e-04 - acc: 0.999 - ETA: 3s - loss: 7.4997e-04 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.9982 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01489: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8335 Epoch 1491/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01490: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8335 Epoch 1492/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.8631e-04 - acc: 1.000 - ETA: 4s - loss: 7.9051e-04 - acc: 1.000 - ETA: 4s - loss: 7.1340e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 3s - loss: 9.3290e-04 - acc: 1.000 - ETA: 3s - loss: 8.6250e-04 - acc: 1.000 - ETA: 3s - loss: 8.0198e-04 - acc: 1.000 - ETA: 3s - loss: 7.4940e-04 - acc: 1.000 - ETA: 3s - loss: 7.0329e-04 - acc: 1.000 - ETA: 3s - loss: 6.6253e-04 - acc: 1.000 - ETA: 3s - loss: 6.2623e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9018e-04 - acc: 0.999 - ETA: 3s - loss: 9.4568e-04 - acc: 0.999 - ETA: 3s - loss: 9.0501e-04 - acc: 0.999 - ETA: 3s - loss: 8.6769e-04 - acc: 0.999 - ETA: 3s - loss: 8.3333e-04 - acc: 0.999 - ETA: 3s - loss: 8.0159e-04 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.9991 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01491: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8335 Epoch 1493/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01492: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8335 Epoch 1494/2000 6600/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.0083e-04 - acc: 1.000 - ETA: 4s - loss: 6.3990e-04 - acc: 1.000 - ETA: 4s - loss: 5.8872e-04 - acc: 1.000 - ETA: 4s - loss: 5.4512e-04 - acc: 1.000 - ETA: 3s - loss: 5.0753e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01493: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8335 Epoch 1495/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.5036e-04 - acc: 1.000 - ETA: 4s - loss: 4.0644e-04 - acc: 1.000 - ETA: 4s - loss: 3.7032e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9990 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.3706e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9985 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01494: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8335 Epoch 1496/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 1.0000 - ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3686e-04 - acc: 1.000 - ETA: 4s - loss: 8.7921e-04 - acc: 1.000 - ETA: 4s - loss: 8.2825e-04 - acc: 1.000 - ETA: 4s - loss: 7.9374e-04 - acc: 1.000 - ETA: 4s - loss: 7.5197e-04 - acc: 1.000 - ETA: 3s - loss: 7.1438e-04 - acc: 1.000 - ETA: 3s - loss: 6.8857e-04 - acc: 1.000 - ETA: 3s - loss: 6.5691e-04 - acc: 1.000 - ETA: 3s - loss: 6.2804e-04 - acc: 1.000 - ETA: 3s - loss: 6.0160e-04 - acc: 1.000 - ETA: 3s - loss: 5.8319e-04 - acc: 1.000 - ETA: 3s - loss: 5.6587e-04 - acc: 1.000 - ETA: 3s - loss: 5.4955e-04 - acc: 1.000 - ETA: 3s - loss: 5.3415e-04 - acc: 1.000 - ETA: 3s - loss: 5.1490e-04 - acc: 1.000 - ETA: 3s - loss: 4.9700e-04 - acc: 1.000 - ETA: 3s - loss: 4.8030e-04 - acc: 1.000 - ETA: 3s - loss: 4.6849e-04 - acc: 1.000 - ETA: 3s - loss: 4.5362e-04 - acc: 1.000 - ETA: 3s - loss: 4.3967e-04 - acc: 1.000 - ETA: 3s - loss: 4.2654e-04 - acc: 1.000 - ETA: 3s - loss: 4.1721e-04 - acc: 1.000 - ETA: 3s - loss: 4.0537e-04 - acc: 1.000 - ETA: 3s - loss: 3.9420e-04 - acc: 1.000 - ETA: 2s - loss: 3.8362e-04 - acc: 1.000 - ETA: 2s - loss: 3.7605e-04 - acc: 1.000 - ETA: 2s - loss: 3.6877e-04 - acc: 1.000 - ETA: 2s - loss: 3.5950e-04 - acc: 1.000 - ETA: 2s - loss: 3.5068e-04 - acc: 1.000 - ETA: 2s - loss: 3.4024e-04 - acc: 1.000 - ETA: 2s - loss: 3.3233e-04 - acc: 1.000 - ETA: 2s - loss: 3.2664e-04 - acc: 1.000 - ETA: 2s - loss: 3.2114e-04 - acc: 1.000 - ETA: 2s - loss: 3.1408e-04 - acc: 1.000 - ETA: 2s - loss: 3.0899e-04 - acc: 1.000 - ETA: 2s - loss: 3.0245e-04 - acc: 1.000 - ETA: 2s - loss: 4.5246e-04 - acc: 1.000 - ETA: 2s - loss: 4.4550e-04 - acc: 1.000 - ETA: 2s - loss: 4.3876e-04 - acc: 1.000 - ETA: 2s - loss: 4.3221e-04 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9998 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01495: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1497/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1940e-07 - acc: 1.000 - ETA: 4s - loss: 1.1936e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01496: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1498/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0183 - acc: 0.9989 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01497: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1499/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.9376e-04 - acc: 0.999 - ETA: 4s - loss: 9.1876e-04 - acc: 0.999 - ETA: 4s - loss: 8.5430e-04 - acc: 0.999 - ETA: 4s - loss: 8.1159e-04 - acc: 0.999 - ETA: 4s - loss: 7.6087e-04 - acc: 0.999 - ETA: 4s - loss: 7.2681e-04 - acc: 0.999 - ETA: 4s - loss: 6.9566e-04 - acc: 0.999 - ETA: 4s - loss: 6.6708e-04 - acc: 0.999 - ETA: 4s - loss: 6.4075e-04 - acc: 0.999 - ETA: 4s - loss: 6.1643e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9988 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01498: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1500/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9822e-04 - acc: 1.000 - ETA: 4s - loss: 8.7723e-04 - acc: 1.000 - ETA: 4s - loss: 7.8241e-04 - acc: 1.000 - ETA: 4s - loss: 7.0609e-04 - acc: 1.000 - ETA: 4s - loss: 6.4334e-04 - acc: 1.000 - ETA: 4s - loss: 5.9083e-04 - acc: 1.000 - ETA: 4s - loss: 5.4625e-04 - acc: 1.000 - ETA: 4s - loss: 5.0792e-04 - acc: 1.000 - ETA: 3s - loss: 4.7462e-04 - acc: 1.000 - ETA: 3s - loss: 4.4542e-04 - acc: 1.000 - ETA: 3s - loss: 4.1961e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9993 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 01499: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5800 - val_acc: 0.8323 Epoch 1501/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9962 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.994 - ETA: 4s - loss: 0.0045 - acc: 0.995 - ETA: 4s - loss: 0.0258 - acc: 0.994 - ETA: 4s - loss: 0.0233 - acc: 0.995 - ETA: 4s - loss: 0.0212 - acc: 0.995 - ETA: 4s - loss: 0.0195 - acc: 0.995 - ETA: 4s - loss: 0.0180 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0156 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.996 - ETA: 3s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01500: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1502/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1934e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1932e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 8.0725e-04 - acc: 0.999 - ETA: 3s - loss: 7.5758e-04 - acc: 0.999 - ETA: 3s - loss: 7.1367e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9986 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01501: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1503/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9900 - ETA: 4s - loss: 0.0055 - acc: 0.994 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0198 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0175 - acc: 0.996 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01502: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1504/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.4073e-04 - acc: 1.000 - ETA: 4s - loss: 5.0469e-04 - acc: 1.000 - ETA: 4s - loss: 0.0131 - acc: 0.9992 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01503: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1505/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6174e-04 - acc: 0.998 - ETA: 4s - loss: 8.7626e-04 - acc: 0.998 - ETA: 4s - loss: 8.0474e-04 - acc: 0.999 - ETA: 4s - loss: 7.4401e-04 - acc: 0.999 - ETA: 4s - loss: 6.9181e-04 - acc: 0.999 - ETA: 4s - loss: 6.3603e-04 - acc: 0.999 - ETA: 3s - loss: 5.9749e-04 - acc: 0.999 - ETA: 3s - loss: 5.6335e-04 - acc: 0.999 - ETA: 3s - loss: 5.3291e-04 - acc: 0.999 - ETA: 3s - loss: 5.0559e-04 - acc: 0.999 - ETA: 3s - loss: 4.8093e-04 - acc: 0.999 - ETA: 3s - loss: 4.5857e-04 - acc: 0.999 - ETA: 3s - loss: 7.9010e-04 - acc: 0.999 - ETA: 3s - loss: 7.5649e-04 - acc: 0.999 - ETA: 3s - loss: 7.2561e-04 - acc: 0.999 - ETA: 3s - loss: 6.9716e-04 - acc: 0.999 - ETA: 3s - loss: 6.7086e-04 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.9991 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01504: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1506/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0590 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0493 - acc: 0.996 - ETA: 4s - loss: 0.0462 - acc: 0.997 - ETA: 4s - loss: 0.0429 - acc: 0.997 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0377 - acc: 0.997 - ETA: 3s - loss: 0.0355 - acc: 0.997 - ETA: 3s - loss: 0.0335 - acc: 0.997 - ETA: 3s - loss: 0.0318 - acc: 0.998 - ETA: 3s - loss: 0.0302 - acc: 0.998 - ETA: 3s - loss: 0.0291 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01505: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1507/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6880e-04 - acc: 0.998 - ETA: 4s - loss: 8.8270e-04 - acc: 0.998 - ETA: 4s - loss: 8.1065e-04 - acc: 0.999 - ETA: 4s - loss: 7.4948e-04 - acc: 0.999 - ETA: 3s - loss: 6.9689e-04 - acc: 0.999 - ETA: 3s - loss: 6.5120e-04 - acc: 0.999 - ETA: 3s - loss: 6.1114e-04 - acc: 0.999 - ETA: 3s - loss: 5.7571e-04 - acc: 0.999 - ETA: 3s - loss: 5.4418e-04 - acc: 0.999 - ETA: 3s - loss: 9.0918e-04 - acc: 0.999 - ETA: 3s - loss: 8.6429e-04 - acc: 0.999 - ETA: 3s - loss: 8.2362e-04 - acc: 0.999 - ETA: 3s - loss: 7.8661e-04 - acc: 0.999 - ETA: 3s - loss: 7.5278e-04 - acc: 0.999 - ETA: 3s - loss: 7.2174e-04 - acc: 0.999 - ETA: 3s - loss: 6.9316e-04 - acc: 0.999 - ETA: 3s - loss: 6.6676e-04 - acc: 0.999 - ETA: 3s - loss: 6.4230e-04 - acc: 0.999 - ETA: 3s - loss: 6.1957e-04 - acc: 0.999 - ETA: 3s - loss: 5.9839e-04 - acc: 0.999 - ETA: 3s - loss: 5.7861e-04 - acc: 0.999 - ETA: 3s - loss: 5.6010e-04 - acc: 0.999 - ETA: 2s - loss: 5.4274e-04 - acc: 0.999 - ETA: 2s - loss: 5.2642e-04 - acc: 0.999 - ETA: 2s - loss: 5.1105e-04 - acc: 0.999 - ETA: 2s - loss: 4.9656e-04 - acc: 0.999 - ETA: 2s - loss: 4.8286e-04 - acc: 0.999 - ETA: 2s - loss: 7.1052e-04 - acc: 0.999 - ETA: 2s - loss: 6.9195e-04 - acc: 0.999 - ETA: 2s - loss: 6.7432e-04 - acc: 0.999 - ETA: 2s - loss: 6.5757e-04 - acc: 0.999 - ETA: 2s - loss: 6.4164e-04 - acc: 0.999 - ETA: 2s - loss: 6.2645e-04 - acc: 0.999 - ETA: 2s - loss: 6.1197e-04 - acc: 0.999 - ETA: 2s - loss: 5.9814e-04 - acc: 0.999 - ETA: 2s - loss: 5.8493e-04 - acc: 0.999 - ETA: 2s - loss: 5.7228e-04 - acc: 0.999 - ETA: 2s - loss: 5.6017e-04 - acc: 0.999 - ETA: 2s - loss: 5.4857e-04 - acc: 0.999 - ETA: 2s - loss: 9.9092e-04 - acc: 0.999 - ETA: 1s - loss: 9.7120e-04 - acc: 0.999 - ETA: 1s - loss: 9.5226e-04 - acc: 0.999 - ETA: 1s - loss: 9.3403e-04 - acc: 0.999 - ETA: 1s - loss: 9.1649e-04 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.9991 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01506: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1508/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0076e-04 - acc: 1.000 - ETA: 4s - loss: 8.1289e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9989 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6451e-04 - acc: 0.999 - ETA: 3s - loss: 9.2303e-04 - acc: 0.999 - ETA: 3s - loss: 8.8497e-04 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.9985 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01507: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1509/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9971 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01508: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1510/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0120 - acc: 0.9900 - ETA: 4s - loss: 0.0067 - acc: 0.994 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0509 - acc: 0.994 - ETA: 4s - loss: 0.0412 - acc: 0.995 - ETA: 4s - loss: 0.0346 - acc: 0.996 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01509: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1511/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9987 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01510: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1512/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0113e-04 - acc: 1.000 - ETA: 4s - loss: 7.9192e-04 - acc: 1.000 - ETA: 4s - loss: 7.0632e-04 - acc: 1.000 - ETA: 4s - loss: 6.3742e-04 - acc: 1.000 - ETA: 4s - loss: 5.8077e-04 - acc: 1.000 - ETA: 3s - loss: 5.3337e-04 - acc: 1.000 - ETA: 3s - loss: 4.9313e-04 - acc: 1.000 - ETA: 3s - loss: 4.5853e-04 - acc: 1.000 - ETA: 3s - loss: 4.2847e-04 - acc: 1.000 - ETA: 3s - loss: 4.0211e-04 - acc: 1.000 - ETA: 3s - loss: 3.7881e-04 - acc: 1.000 - ETA: 3s - loss: 3.5806e-04 - acc: 1.000 - ETA: 3s - loss: 3.3946e-04 - acc: 1.000 - ETA: 3s - loss: 3.2271e-04 - acc: 1.000 - ETA: 3s - loss: 3.0752e-04 - acc: 1.000 - ETA: 3s - loss: 2.9371e-04 - acc: 1.000 - ETA: 3s - loss: 7.1711e-04 - acc: 0.999 - ETA: 3s - loss: 6.8754e-04 - acc: 0.999 - ETA: 3s - loss: 6.6032e-04 - acc: 0.999 - ETA: 3s - loss: 6.3517e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9991 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8140e-04 - acc: 0.999 - ETA: 2s - loss: 9.6064e-04 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.9992 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01511: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1513/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01512: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1514/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9971 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01513: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5759 - val_acc: 0.8323 Epoch 1515/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0339 - acc: 0.9960 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01514: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5758 - val_acc: 0.8335 Epoch 1516/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9985 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7960e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9985 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01515: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5757 - val_acc: 0.8335 Epoch 1517/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.7280e-04 - acc: 1.000 - ETA: 3s - loss: 3.5119e-04 - acc: 1.000 - ETA: 3s - loss: 3.3196e-04 - acc: 1.000 - ETA: 3s - loss: 9.5699e-04 - acc: 0.999 - ETA: 3s - loss: 9.0974e-04 - acc: 0.999 - ETA: 3s - loss: 8.6693e-04 - acc: 0.999 - ETA: 3s - loss: 8.2798e-04 - acc: 0.999 - ETA: 3s - loss: 7.9237e-04 - acc: 0.999 - ETA: 3s - loss: 7.5970e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9990 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01516: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1518/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9985 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6065e-04 - acc: 0.999 - ETA: 3s - loss: 8.8816e-04 - acc: 0.999 - ETA: 3s - loss: 8.2584e-04 - acc: 0.999 - ETA: 3s - loss: 7.7169e-04 - acc: 0.999 - ETA: 3s - loss: 7.2421e-04 - acc: 0.999 - ETA: 3s - loss: 6.8223e-04 - acc: 0.999 - ETA: 3s - loss: 6.4486e-04 - acc: 0.999 - ETA: 3s - loss: 6.1137e-04 - acc: 0.999 - ETA: 3s - loss: 5.8118e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01517: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5754 - val_acc: 0.8335 Epoch 1519/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01518: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1520/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9944 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0355 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.996 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01519: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5755 - val_acc: 0.8323 Epoch 1521/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01520: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5755 - val_acc: 0.8323 Epoch 1522/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01521: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5754 - val_acc: 0.8323 Epoch 1523/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0485 - acc: 0.950 - ETA: 4s - loss: 0.0097 - acc: 0.990 - ETA: 4s - loss: 0.0054 - acc: 0.994 - ETA: 4s - loss: 0.0097 - acc: 0.992 - ETA: 4s - loss: 0.0074 - acc: 0.994 - ETA: 4s - loss: 0.0444 - acc: 0.992 - ETA: 4s - loss: 0.0373 - acc: 0.994 - ETA: 4s - loss: 0.0322 - acc: 0.994 - ETA: 4s - loss: 0.0283 - acc: 0.995 - ETA: 4s - loss: 0.0252 - acc: 0.995 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01522: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5756 - val_acc: 0.8323 Epoch 1524/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.3487e-04 - acc: 1.000 - ETA: 3s - loss: 3.1748e-04 - acc: 1.000 - ETA: 3s - loss: 3.0181e-04 - acc: 1.000 - ETA: 3s - loss: 2.8761e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8046e-04 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.9991 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01523: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1525/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8069e-04 - acc: 0.998 - ETA: 3s - loss: 9.3226e-04 - acc: 0.998 - ETA: 3s - loss: 8.8840e-04 - acc: 0.998 - ETA: 3s - loss: 8.4847e-04 - acc: 0.998 - ETA: 3s - loss: 8.1199e-04 - acc: 0.998 - ETA: 3s - loss: 7.7851e-04 - acc: 0.999 - ETA: 3s - loss: 7.4768e-04 - acc: 0.999 - ETA: 3s - loss: 7.1920e-04 - acc: 0.999 - ETA: 3s - loss: 6.9281e-04 - acc: 0.999 - ETA: 3s - loss: 6.6829e-04 - acc: 0.999 - ETA: 3s - loss: 6.4545e-04 - acc: 0.999 - ETA: 3s - loss: 6.2412e-04 - acc: 0.999 - ETA: 2s - loss: 6.0415e-04 - acc: 0.999 - ETA: 2s - loss: 5.8542e-04 - acc: 0.999 - ETA: 2s - loss: 5.6782e-04 - acc: 0.999 - ETA: 2s - loss: 5.5124e-04 - acc: 0.999 - ETA: 2s - loss: 5.3561e-04 - acc: 0.999 - ETA: 2s - loss: 5.2083e-04 - acc: 0.999 - ETA: 2s - loss: 5.0685e-04 - acc: 0.999 - ETA: 2s - loss: 4.9361e-04 - acc: 0.999 - ETA: 2s - loss: 4.8103e-04 - acc: 0.999 - ETA: 2s - loss: 6.2124e-04 - acc: 0.999 - ETA: 2s - loss: 6.0618e-04 - acc: 0.999 - ETA: 2s - loss: 5.9184e-04 - acc: 0.999 - ETA: 2s - loss: 5.7816e-04 - acc: 0.999 - ETA: 2s - loss: 5.6509e-04 - acc: 0.999 - ETA: 2s - loss: 5.5261e-04 - acc: 0.999 - ETA: 2s - loss: 5.4066e-04 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.9992 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01524: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1526/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01525: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1527/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.1577e-04 - acc: 0.999 - ETA: 3s - loss: 4.0038e-04 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.9991 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01526: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1528/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7571e-04 - acc: 1.000 - ETA: 4s - loss: 6.8170e-04 - acc: 1.000 - ETA: 4s - loss: 6.0801e-04 - acc: 1.000 - ETA: 4s - loss: 5.4871e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 3s - loss: 0.0176 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01527: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1529/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0340 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01528: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1530/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9986 - ETA: 4s - loss: 9.3905e-04 - acc: 0.998 - ETA: 3s - loss: 8.5559e-04 - acc: 0.998 - ETA: 3s - loss: 7.8575e-04 - acc: 0.999 - ETA: 3s - loss: 7.2646e-04 - acc: 0.999 - ETA: 3s - loss: 6.7549e-04 - acc: 0.999 - ETA: 3s - loss: 6.3120e-04 - acc: 0.999 - ETA: 3s - loss: 5.9237e-04 - acc: 0.999 - ETA: 3s - loss: 5.5803e-04 - acc: 0.999 - ETA: 3s - loss: 5.2746e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9987 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6212e-04 - acc: 0.998 - ETA: 3s - loss: 9.1888e-04 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.9989 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7412e-04 - acc: 0.999 - ETA: 3s - loss: 9.3965e-04 - acc: 0.999 - ETA: 3s - loss: 9.0752e-04 - acc: 0.999 - ETA: 3s - loss: 8.7753e-04 - acc: 0.999 - ETA: 2s - loss: 8.4945e-04 - acc: 0.999 - ETA: 2s - loss: 8.2312e-04 - acc: 0.999 - ETA: 2s - loss: 7.9836e-04 - acc: 0.999 - ETA: 2s - loss: 7.7506e-04 - acc: 0.999 - ETA: 2s - loss: 7.5307e-04 - acc: 0.999 - ETA: 2s - loss: 7.3230e-04 - acc: 0.999 - ETA: 2s - loss: 7.1265e-04 - acc: 0.999 - ETA: 2s - loss: 6.9402e-04 - acc: 0.999 - ETA: 2s - loss: 6.7634e-04 - acc: 0.999 - ETA: 2s - loss: 6.5954e-04 - acc: 0.999 - ETA: 2s - loss: 6.4355e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9991 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01529: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1531/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1927e-07 - acc: 1.000 - ETA: 3s - loss: 1.1926e-07 - acc: 1.000 - ETA: 3s - loss: 6.3742e-04 - acc: 0.999 - ETA: 3s - loss: 5.9820e-04 - acc: 0.999 - ETA: 3s - loss: 5.6353e-04 - acc: 0.999 - ETA: 3s - loss: 5.3266e-04 - acc: 0.999 - ETA: 3s - loss: 5.0499e-04 - acc: 0.999 - ETA: 3s - loss: 4.8006e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9988 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01530: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1532/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01531: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1533/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9944 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 9.6625e-04 - acc: 0.999 - ETA: 3s - loss: 8.9334e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5596e-04 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.9988 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01532: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1534/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01533: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1535/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4925e-04 - acc: 1.000 - ETA: 4s - loss: 8.3420e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9986 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01534: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1536/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.7430e-04 - acc: 1.000 - ETA: 4s - loss: 5.2326e-04 - acc: 1.000 - ETA: 4s - loss: 4.8055e-04 - acc: 1.000 - ETA: 4s - loss: 4.4429e-04 - acc: 1.000 - ETA: 3s - loss: 4.1312e-04 - acc: 1.000 - ETA: 3s - loss: 3.8604e-04 - acc: 1.000 - ETA: 3s - loss: 3.6229e-04 - acc: 1.000 - ETA: 3s - loss: 3.4130e-04 - acc: 1.000 - ETA: 3s - loss: 3.2260e-04 - acc: 1.000 - ETA: 3s - loss: 3.0585e-04 - acc: 1.000 - ETA: 3s - loss: 2.9075e-04 - acc: 1.000 - ETA: 3s - loss: 2.7708e-04 - acc: 1.000 - ETA: 3s - loss: 2.6463e-04 - acc: 1.000 - ETA: 3s - loss: 2.5325e-04 - acc: 1.000 - ETA: 3s - loss: 2.4281e-04 - acc: 1.000 - ETA: 3s - loss: 2.3320e-04 - acc: 1.000 - ETA: 3s - loss: 2.2432e-04 - acc: 1.000 - ETA: 3s - loss: 2.1609e-04 - acc: 1.000 - ETA: 3s - loss: 2.0845e-04 - acc: 1.000 - ETA: 3s - loss: 2.0133e-04 - acc: 1.000 - ETA: 3s - loss: 1.9467e-04 - acc: 1.000 - ETA: 3s - loss: 1.8845e-04 - acc: 1.000 - ETA: 2s - loss: 1.8261e-04 - acc: 1.000 - ETA: 2s - loss: 1.7712e-04 - acc: 1.000 - ETA: 2s - loss: 0.0063 - acc: 0.9993 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01535: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1537/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9971 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01536: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1538/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.0000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8439e-04 - acc: 1.000 - ETA: 4s - loss: 8.7798e-04 - acc: 1.000 - ETA: 4s - loss: 8.1214e-04 - acc: 1.000 - ETA: 4s - loss: 7.3832e-04 - acc: 1.000 - ETA: 4s - loss: 6.7680e-04 - acc: 1.000 - ETA: 4s - loss: 6.2475e-04 - acc: 1.000 - ETA: 4s - loss: 5.8013e-04 - acc: 1.000 - ETA: 3s - loss: 5.4147e-04 - acc: 1.000 - ETA: 3s - loss: 5.0763e-04 - acc: 1.000 - ETA: 3s - loss: 4.7778e-04 - acc: 1.000 - ETA: 3s - loss: 4.5124e-04 - acc: 1.000 - ETA: 3s - loss: 4.2750e-04 - acc: 1.000 - ETA: 3s - loss: 4.0613e-04 - acc: 1.000 - ETA: 3s - loss: 3.8680e-04 - acc: 1.000 - ETA: 3s - loss: 3.6922e-04 - acc: 1.000 - ETA: 3s - loss: 8.4489e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01537: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1539/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0403 - acc: 0.9975 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01538: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1540/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.8186e-04 - acc: 1.000 - ETA: 4s - loss: 8.5096e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9985 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01539: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1541/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0655 - acc: 0.992 - ETA: 4s - loss: 0.0501 - acc: 0.994 - ETA: 4s - loss: 0.0406 - acc: 0.995 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01540: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5757 - val_acc: 0.8323 Epoch 1542/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0146 - acc: 0.9991 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01541: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1543/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01542: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1544/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7251e-04 - acc: 0.998 - ETA: 4s - loss: 8.7765e-04 - acc: 0.998 - ETA: 4s - loss: 7.9964e-04 - acc: 0.998 - ETA: 4s - loss: 7.3438e-04 - acc: 0.999 - ETA: 3s - loss: 6.7896e-04 - acc: 0.999 - ETA: 3s - loss: 6.3132e-04 - acc: 0.999 - ETA: 3s - loss: 5.8993e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9985 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01543: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1545/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9958 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2713e-04 - acc: 0.999 - ETA: 4s - loss: 8.5582e-04 - acc: 0.999 - ETA: 4s - loss: 7.9470e-04 - acc: 0.999 - ETA: 3s - loss: 7.4172e-04 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.9984 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01544: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1546/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01545: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1547/2000 6640/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9992 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7634e-04 - acc: 0.999 - ETA: 3s - loss: 9.2813e-04 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.9988 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01546: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5756 - val_acc: 0.8335 Epoch 1548/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01547: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1549/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01548: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1550/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0032 - acc: 0.996 - ETA: 3s - loss: 0.0036 - acc: 0.996 - ETA: 3s - loss: 0.0034 - acc: 0.996 - ETA: 3s - loss: 0.0032 - acc: 0.996 - ETA: 3s - loss: 0.0031 - acc: 0.996 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.997 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01549: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1551/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.5815e-04 - acc: 1.000 - ETA: 4s - loss: 5.0855e-04 - acc: 1.000 - ETA: 4s - loss: 4.6704e-04 - acc: 1.000 - ETA: 4s - loss: 4.3180e-04 - acc: 1.000 - ETA: 3s - loss: 4.0151e-04 - acc: 1.000 - ETA: 3s - loss: 3.7519e-04 - acc: 1.000 - ETA: 3s - loss: 3.5211e-04 - acc: 1.000 - ETA: 3s - loss: 3.3170e-04 - acc: 1.000 - ETA: 3s - loss: 3.1353e-04 - acc: 1.000 - ETA: 3s - loss: 2.9725e-04 - acc: 1.000 - ETA: 3s - loss: 2.8258e-04 - acc: 1.000 - ETA: 3s - loss: 2.6929e-04 - acc: 1.000 - ETA: 3s - loss: 2.5719e-04 - acc: 1.000 - ETA: 3s - loss: 2.4613e-04 - acc: 1.000 - ETA: 3s - loss: 6.5946e-04 - acc: 0.999 - ETA: 3s - loss: 8.8310e-04 - acc: 0.999 - ETA: 3s - loss: 8.4946e-04 - acc: 0.999 - ETA: 3s - loss: 8.1829e-04 - acc: 0.999 - ETA: 3s - loss: 7.8933e-04 - acc: 0.999 - ETA: 3s - loss: 7.6235e-04 - acc: 0.999 - ETA: 3s - loss: 7.3715e-04 - acc: 0.999 - ETA: 3s - loss: 7.1356e-04 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.9992 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01550: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1552/2000 6620/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.3812e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7029e-04 - acc: 0.998 - ETA: 3s - loss: 9.2857e-04 - acc: 0.998 - ETA: 3s - loss: 8.9028e-04 - acc: 0.999 - ETA: 3s - loss: 8.5503e-04 - acc: 0.999 - ETA: 3s - loss: 8.2246e-04 - acc: 0.999 - ETA: 3s - loss: 7.9228e-04 - acc: 0.999 - ETA: 3s - loss: 7.6424e-04 - acc: 0.999 - ETA: 3s - loss: 7.3812e-04 - acc: 0.999 - ETA: 3s - loss: 7.1372e-04 - acc: 0.999 - ETA: 3s - loss: 6.9088e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9988 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01551: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1553/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9976 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5926e-04 - acc: 0.999 - ETA: 3s - loss: 9.0943e-04 - acc: 0.999 - ETA: 3s - loss: 8.6453e-04 - acc: 0.999 - ETA: 3s - loss: 8.2385e-04 - acc: 0.999 - ETA: 3s - loss: 7.8683e-04 - acc: 0.999 - ETA: 3s - loss: 7.5299e-04 - acc: 0.999 - ETA: 3s - loss: 7.2195e-04 - acc: 0.999 - ETA: 3s - loss: 6.9336e-04 - acc: 0.999 - ETA: 3s - loss: 6.6695e-04 - acc: 0.999 - ETA: 3s - loss: 6.4248e-04 - acc: 0.999 - ETA: 3s - loss: 6.1974e-04 - acc: 0.999 - ETA: 3s - loss: 5.9856e-04 - acc: 0.999 - ETA: 3s - loss: 5.7877e-04 - acc: 0.999 - ETA: 3s - loss: 5.6026e-04 - acc: 0.999 - ETA: 2s - loss: 5.4289e-04 - acc: 0.999 - ETA: 2s - loss: 5.2656e-04 - acc: 0.999 - ETA: 2s - loss: 5.1119e-04 - acc: 0.999 - ETA: 2s - loss: 4.9670e-04 - acc: 0.999 - ETA: 2s - loss: 4.8300e-04 - acc: 0.999 - ETA: 2s - loss: 7.9404e-04 - acc: 0.999 - ETA: 2s - loss: 7.7328e-04 - acc: 0.999 - ETA: 2s - loss: 7.5358e-04 - acc: 0.999 - ETA: 2s - loss: 7.3486e-04 - acc: 0.999 - ETA: 2s - loss: 7.1705e-04 - acc: 0.999 - ETA: 2s - loss: 7.0008e-04 - acc: 0.999 - ETA: 2s - loss: 6.8390e-04 - acc: 0.999 - ETA: 2s - loss: 6.6845e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9992 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01552: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1554/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.6238e-04 - acc: 1.000 - ETA: 4s - loss: 0.0286 - acc: 0.9983 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01553: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1555/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9578e-04 - acc: 1.000 - ETA: 4s - loss: 7.0976e-04 - acc: 1.000 - ETA: 4s - loss: 6.4053e-04 - acc: 1.000 - ETA: 4s - loss: 5.8360e-04 - acc: 1.000 - ETA: 3s - loss: 5.3597e-04 - acc: 1.000 - ETA: 3s - loss: 4.9553e-04 - acc: 1.000 - ETA: 3s - loss: 4.6076e-04 - acc: 1.000 - ETA: 3s - loss: 4.3056e-04 - acc: 1.000 - ETA: 3s - loss: 7.9423e-04 - acc: 1.000 - ETA: 3s - loss: 7.4820e-04 - acc: 1.000 - ETA: 3s - loss: 7.0721e-04 - acc: 1.000 - ETA: 3s - loss: 6.7047e-04 - acc: 1.000 - ETA: 3s - loss: 6.3737e-04 - acc: 1.000 - ETA: 3s - loss: 9.9913e-04 - acc: 1.000 - ETA: 3s - loss: 9.5423e-04 - acc: 1.000 - ETA: 3s - loss: 0.0107 - acc: 0.9989 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01554: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5770 - val_acc: 0.8335 Epoch 1556/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9962 - ETA: 4s - loss: 0.0054 - acc: 0.994 - ETA: 4s - loss: 0.0082 - acc: 0.992 - ETA: 4s - loss: 0.0069 - acc: 0.994 - ETA: 4s - loss: 0.0059 - acc: 0.994 - ETA: 4s - loss: 0.0052 - acc: 0.995 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 4s - loss: 0.0042 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 3s - loss: 0.0042 - acc: 0.996 - ETA: 3s - loss: 0.0039 - acc: 0.996 - ETA: 3s - loss: 0.0037 - acc: 0.996 - ETA: 3s - loss: 0.0034 - acc: 0.996 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01555: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1557/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9900 - ETA: 5s - loss: 0.0049 - acc: 0.994 - ETA: 5s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01556: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5763 - val_acc: 0.8335 Epoch 1558/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.6147e-04 - acc: 1.000 - ETA: 4s - loss: 8.1357e-04 - acc: 1.000 - ETA: 4s - loss: 7.0511e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9985 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01557: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1559/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01558: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1560/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9964 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7555e-04 - acc: 0.999 - ETA: 3s - loss: 9.1981e-04 - acc: 0.999 - ETA: 3s - loss: 8.7010e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9987 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01559: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1561/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01560: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1562/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01561: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1563/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.3770e-04 - acc: 0.999 - ETA: 4s - loss: 6.8203e-04 - acc: 0.999 - ETA: 3s - loss: 6.3418e-04 - acc: 0.999 - ETA: 3s - loss: 5.9260e-04 - acc: 0.999 - ETA: 3s - loss: 5.5614e-04 - acc: 0.999 - ETA: 3s - loss: 5.2391e-04 - acc: 0.999 - ETA: 3s - loss: 4.9521e-04 - acc: 0.999 - ETA: 3s - loss: 4.6949e-04 - acc: 0.999 - ETA: 3s - loss: 4.4631e-04 - acc: 0.999 - ETA: 3s - loss: 4.2531e-04 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.9989 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01562: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1564/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0073 - acc: 0.9900 - ETA: 4s - loss: 0.0041 - acc: 0.994 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6617e-04 - acc: 0.999 - ETA: 3s - loss: 9.1017e-04 - acc: 0.999 - ETA: 3s - loss: 8.6030e-04 - acc: 0.999 - ETA: 3s - loss: 8.1562e-04 - acc: 0.999 - ETA: 3s - loss: 7.7535e-04 - acc: 0.999 - ETA: 3s - loss: 7.3887e-04 - acc: 0.999 - ETA: 3s - loss: 7.0566e-04 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.9984 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01563: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1565/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9944 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.994 - ETA: 4s - loss: 0.0053 - acc: 0.995 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01564: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1566/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.1091e-04 - acc: 1.000 - ETA: 3s - loss: 0.0146 - acc: 0.9991 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01565: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1567/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 3s - loss: 5.8029e-04 - acc: 1.000 - ETA: 3s - loss: 5.3957e-04 - acc: 1.000 - ETA: 3s - loss: 5.0420e-04 - acc: 1.000 - ETA: 3s - loss: 4.7318e-04 - acc: 1.000 - ETA: 3s - loss: 4.4575e-04 - acc: 1.000 - ETA: 3s - loss: 4.2134e-04 - acc: 1.000 - ETA: 3s - loss: 3.9945e-04 - acc: 1.000 - ETA: 3s - loss: 3.7973e-04 - acc: 1.000 - ETA: 3s - loss: 3.6187e-04 - acc: 1.000 - ETA: 3s - loss: 3.4561e-04 - acc: 1.000 - ETA: 3s - loss: 5.3461e-04 - acc: 1.000 - ETA: 3s - loss: 5.1257e-04 - acc: 1.000 - ETA: 3s - loss: 4.9227e-04 - acc: 1.000 - ETA: 3s - loss: 4.7352e-04 - acc: 1.000 - ETA: 3s - loss: 4.5615e-04 - acc: 1.000 - ETA: 3s - loss: 4.4001e-04 - acc: 1.000 - ETA: 3s - loss: 4.2497e-04 - acc: 1.000 - ETA: 3s - loss: 4.1093e-04 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.9992 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 01566: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1568/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.3113e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0939 - acc: 0.988 - ETA: 4s - loss: 0.0650 - acc: 0.992 - ETA: 4s - loss: 0.0497 - acc: 0.994 - ETA: 4s - loss: 0.0402 - acc: 0.995 - ETA: 4s - loss: 0.0349 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01567: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1569/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0576 - acc: 0.9964 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01568: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1570/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01569: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1571/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01570: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1572/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5843e-04 - acc: 0.998 - ETA: 4s - loss: 8.8020e-04 - acc: 0.999 - ETA: 4s - loss: 8.1378e-04 - acc: 0.999 - ETA: 3s - loss: 7.5668e-04 - acc: 0.999 - ETA: 3s - loss: 7.0707e-04 - acc: 0.999 - ETA: 3s - loss: 6.6357e-04 - acc: 0.999 - ETA: 3s - loss: 6.2511e-04 - acc: 0.999 - ETA: 3s - loss: 5.9086e-04 - acc: 0.999 - ETA: 3s - loss: 5.6017e-04 - acc: 0.999 - ETA: 3s - loss: 5.3252e-04 - acc: 0.999 - ETA: 3s - loss: 5.0746e-04 - acc: 0.999 - ETA: 3s - loss: 4.8466e-04 - acc: 0.999 - ETA: 3s - loss: 4.6382e-04 - acc: 0.999 - ETA: 3s - loss: 4.4470e-04 - acc: 0.999 - ETA: 3s - loss: 4.2709e-04 - acc: 0.999 - ETA: 3s - loss: 4.1082e-04 - acc: 0.999 - ETA: 3s - loss: 3.9575e-04 - acc: 0.999 - ETA: 3s - loss: 3.8175e-04 - acc: 0.999 - ETA: 3s - loss: 3.6870e-04 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.9992 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01571: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1573/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0051 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.1128e-04 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9985 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01572: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1574/2000 6640/6680 [============================>.] - ETA: 1s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.2015 - acc: 0.987 - ETA: 4s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.996 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01573: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1575/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9900 - ETA: 4s - loss: 0.0045 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7714e-04 - acc: 0.998 - ETA: 4s - loss: 8.9029e-04 - acc: 0.998 - ETA: 4s - loss: 8.1763e-04 - acc: 0.999 - ETA: 3s - loss: 7.5593e-04 - acc: 0.999 - ETA: 3s - loss: 7.0289e-04 - acc: 0.999 - ETA: 3s - loss: 6.5680e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9985 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9072e-04 - acc: 0.998 - ETA: 3s - loss: 9.4620e-04 - acc: 0.998 - ETA: 3s - loss: 9.0551e-04 - acc: 0.998 - ETA: 3s - loss: 8.6817e-04 - acc: 0.999 - ETA: 3s - loss: 8.3379e-04 - acc: 0.999 - ETA: 3s - loss: 8.0203e-04 - acc: 0.999 - ETA: 3s - loss: 7.7261e-04 - acc: 0.999 - ETA: 3s - loss: 9.6981e-04 - acc: 0.999 - ETA: 3s - loss: 9.3666e-04 - acc: 0.999 - ETA: 3s - loss: 9.0570e-04 - acc: 0.999 - ETA: 2s - loss: 8.7672e-04 - acc: 0.999 - ETA: 2s - loss: 8.4954e-04 - acc: 0.999 - ETA: 2s - loss: 8.2400e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9989 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01574: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1576/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9767e-04 - acc: 0.998 - ETA: 4s - loss: 9.0900e-04 - acc: 0.998 - ETA: 4s - loss: 8.3481e-04 - acc: 0.999 - ETA: 4s - loss: 7.7181e-04 - acc: 0.999 - ETA: 4s - loss: 7.1766e-04 - acc: 0.999 - ETA: 4s - loss: 6.7061e-04 - acc: 0.999 - ETA: 3s - loss: 6.2935e-04 - acc: 0.999 - ETA: 3s - loss: 5.9287e-04 - acc: 0.999 - ETA: 3s - loss: 5.6039e-04 - acc: 0.999 - ETA: 3s - loss: 5.3128e-04 - acc: 0.999 - ETA: 3s - loss: 5.0505e-04 - acc: 0.999 - ETA: 3s - loss: 4.8129e-04 - acc: 0.999 - ETA: 3s - loss: 4.5967e-04 - acc: 0.999 - ETA: 3s - loss: 4.3990e-04 - acc: 0.999 - ETA: 3s - loss: 4.2177e-04 - acc: 0.999 - ETA: 3s - loss: 4.0507e-04 - acc: 0.999 - ETA: 3s - loss: 3.8964e-04 - acc: 0.999 - ETA: 3s - loss: 3.7535e-04 - acc: 0.999 - ETA: 3s - loss: 3.6206e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9991 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01575: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1577/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 1.0000 - ETA: 4s - loss: 0.0087 - acc: 0.994 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0105 - acc: 0.994 - ETA: 4s - loss: 0.0099 - acc: 0.995 - ETA: 4s - loss: 0.0083 - acc: 0.996 - ETA: 4s - loss: 0.0072 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01576: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1578/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9985 - ETA: 4s - loss: 9.9667e-04 - acc: 0.998 - ETA: 4s - loss: 8.9944e-04 - acc: 0.998 - ETA: 4s - loss: 8.1950e-04 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9681e-04 - acc: 0.999 - ETA: 2s - loss: 9.7005e-04 - acc: 0.999 - ETA: 2s - loss: 9.4469e-04 - acc: 0.999 - ETA: 2s - loss: 9.2063e-04 - acc: 0.999 - ETA: 2s - loss: 8.9776e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9991 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01577: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5764 - val_acc: 0.8335 Epoch 1579/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01578: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8335 Epoch 1580/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.1767e-04 - acc: 0.999 - ETA: 3s - loss: 6.8224e-04 - acc: 0.999 - ETA: 3s - loss: 6.5014e-04 - acc: 0.999 - ETA: 3s - loss: 6.2092e-04 - acc: 0.999 - ETA: 3s - loss: 5.9422e-04 - acc: 0.999 - ETA: 3s - loss: 5.6972e-04 - acc: 0.999 - ETA: 3s - loss: 5.4717e-04 - acc: 0.999 - ETA: 3s - loss: 5.2633e-04 - acc: 0.999 - ETA: 3s - loss: 5.0701e-04 - acc: 0.999 - ETA: 3s - loss: 8.7724e-04 - acc: 0.999 - ETA: 3s - loss: 8.4725e-04 - acc: 0.999 - ETA: 3s - loss: 8.1925e-04 - acc: 0.999 - ETA: 3s - loss: 7.9304e-04 - acc: 0.999 - ETA: 2s - loss: 7.6845e-04 - acc: 0.999 - ETA: 2s - loss: 7.4534e-04 - acc: 0.999 - ETA: 2s - loss: 9.0204e-04 - acc: 0.999 - ETA: 2s - loss: 8.7646e-04 - acc: 0.999 - ETA: 2s - loss: 8.5228e-04 - acc: 0.999 - ETA: 2s - loss: 8.2941e-04 - acc: 0.999 - ETA: 2s - loss: 9.9770e-04 - acc: 0.999 - ETA: 2s - loss: 9.7228e-04 - acc: 0.999 - ETA: 2s - loss: 9.4813e-04 - acc: 0.999 - ETA: 2s - loss: 9.2514e-04 - acc: 0.999 - ETA: 2s - loss: 9.0325e-04 - acc: 0.999 - ETA: 2s - loss: 8.8237e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9992 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01579: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5761 - val_acc: 0.8335 Epoch 1581/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.5348e-04 - acc: 1.000 - ETA: 3s - loss: 8.9097e-04 - acc: 1.000 - ETA: 3s - loss: 8.3615e-04 - acc: 1.000 - ETA: 3s - loss: 7.8768e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9993 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7016e-04 - acc: 0.999 - ETA: 3s - loss: 9.3456e-04 - acc: 0.999 - ETA: 3s - loss: 9.0148e-04 - acc: 0.999 - ETA: 3s - loss: 8.7066e-04 - acc: 0.999 - ETA: 3s - loss: 8.4189e-04 - acc: 0.999 - ETA: 2s - loss: 8.1495e-04 - acc: 0.999 - ETA: 2s - loss: 7.8968e-04 - acc: 0.999 - ETA: 2s - loss: 7.6594e-04 - acc: 0.999 - ETA: 2s - loss: 7.4358e-04 - acc: 0.999 - ETA: 2s - loss: 7.2765e-04 - acc: 0.999 - ETA: 2s - loss: 7.0256e-04 - acc: 0.999 - ETA: 2s - loss: 6.8370e-04 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.9993 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01580: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1582/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.1194e-04 - acc: 1.000 - ETA: 3s - loss: 2.9387e-04 - acc: 1.000 - ETA: 3s - loss: 2.7777e-04 - acc: 1.000 - ETA: 3s - loss: 2.6335e-04 - acc: 1.000 - ETA: 3s - loss: 2.5035e-04 - acc: 1.000 - ETA: 3s - loss: 2.3857e-04 - acc: 1.000 - ETA: 3s - loss: 2.2786e-04 - acc: 1.000 - ETA: 3s - loss: 2.1806e-04 - acc: 1.000 - ETA: 3s - loss: 2.0907e-04 - acc: 1.000 - ETA: 3s - loss: 2.0080e-04 - acc: 1.000 - ETA: 3s - loss: 1.9315e-04 - acc: 1.000 - ETA: 3s - loss: 1.8607e-04 - acc: 1.000 - ETA: 3s - loss: 1.7949e-04 - acc: 1.000 - ETA: 3s - loss: 1.7335e-04 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01581: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1583/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0459 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01582: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1584/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0050 - acc: 1.0000 - ETA: 3s - loss: 0.0030 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01583: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1585/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9900 - ETA: 3s - loss: 0.0041 - acc: 0.994 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.0267e-04 - acc: 0.998 - ETA: 3s - loss: 8.2245e-04 - acc: 0.998 - ETA: 3s - loss: 7.5532e-04 - acc: 0.999 - ETA: 3s - loss: 6.9832e-04 - acc: 0.999 - ETA: 3s - loss: 6.4933e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9984 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9317e-04 - acc: 0.998 - ETA: 3s - loss: 9.4413e-04 - acc: 0.998 - ETA: 3s - loss: 8.9970e-04 - acc: 0.998 - ETA: 3s - loss: 8.5927e-04 - acc: 0.998 - ETA: 3s - loss: 8.2232e-04 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.9990 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7762e-04 - acc: 0.999 - ETA: 3s - loss: 9.4302e-04 - acc: 0.999 - ETA: 3s - loss: 9.1079e-04 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.9988 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01584: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1586/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9986 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01585: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1587/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9987 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01586: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1588/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9973 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01587: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1589/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0105 - acc: 0.9900 - ETA: 4s - loss: 0.0058 - acc: 0.994 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0505 - acc: 0.994 - ETA: 4s - loss: 0.0409 - acc: 0.995 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01588: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1590/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3589e-04 - acc: 0.998 - ETA: 4s - loss: 8.5271e-04 - acc: 0.998 - ETA: 4s - loss: 7.8311e-04 - acc: 0.999 - ETA: 3s - loss: 7.2402e-04 - acc: 0.999 - ETA: 3s - loss: 6.7322e-04 - acc: 0.999 - ETA: 3s - loss: 6.2908e-04 - acc: 0.999 - ETA: 3s - loss: 5.9037e-04 - acc: 0.999 - ETA: 3s - loss: 5.5616e-04 - acc: 0.999 - ETA: 3s - loss: 5.2569e-04 - acc: 0.999 - ETA: 3s - loss: 4.9839e-04 - acc: 0.999 - ETA: 3s - loss: 4.7378e-04 - acc: 0.999 - ETA: 3s - loss: 4.5149e-04 - acc: 0.999 - ETA: 3s - loss: 4.3120e-04 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.9989 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01589: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1591/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9988Epoch 01590: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9988 - val_loss: 1.5815 - val_acc: 0.8323 Epoch 1592/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.6318e-04 - acc: 1.000 - ETA: 3s - loss: 2.4593e-04 - acc: 1.000 - ETA: 3s - loss: 2.3080e-04 - acc: 1.000 - ETA: 3s - loss: 2.1743e-04 - acc: 1.000 - ETA: 3s - loss: 2.0553e-04 - acc: 1.000 - ETA: 3s - loss: 1.9485e-04 - acc: 1.000 - ETA: 3s - loss: 1.8524e-04 - acc: 1.000 - ETA: 3s - loss: 1.7653e-04 - acc: 1.000 - ETA: 3s - loss: 1.6860e-04 - acc: 1.000 - ETA: 3s - loss: 1.6135e-04 - acc: 1.000 - ETA: 3s - loss: 1.5470e-04 - acc: 1.000 - ETA: 3s - loss: 1.4858e-04 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01591: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5812 - val_acc: 0.8323 Epoch 1593/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.5195e-04 - acc: 1.000 - ETA: 4s - loss: 6.7860e-04 - acc: 1.000 - ETA: 4s - loss: 6.1829e-04 - acc: 1.000 - ETA: 3s - loss: 5.6783e-04 - acc: 1.000 - ETA: 3s - loss: 5.2498e-04 - acc: 1.000 - ETA: 3s - loss: 4.8815e-04 - acc: 1.000 - ETA: 3s - loss: 4.5615e-04 - acc: 1.000 - ETA: 3s - loss: 4.2809e-04 - acc: 1.000 - ETA: 3s - loss: 4.0328e-04 - acc: 1.000 - ETA: 3s - loss: 3.8119e-04 - acc: 1.000 - ETA: 3s - loss: 3.6139e-04 - acc: 1.000 - ETA: 3s - loss: 3.4355e-04 - acc: 1.000 - ETA: 3s - loss: 3.2739e-04 - acc: 1.000 - ETA: 3s - loss: 3.1268e-04 - acc: 1.000 - ETA: 3s - loss: 2.9924e-04 - acc: 1.000 - ETA: 3s - loss: 2.8690e-04 - acc: 1.000 - ETA: 3s - loss: 2.7554e-04 - acc: 1.000 - ETA: 3s - loss: 2.6505e-04 - acc: 1.000 - ETA: 3s - loss: 2.5533e-04 - acc: 1.000 - ETA: 3s - loss: 2.4629e-04 - acc: 1.000 - ETA: 3s - loss: 2.3788e-04 - acc: 1.000 - ETA: 3s - loss: 2.3002e-04 - acc: 1.000 - ETA: 2s - loss: 2.2266e-04 - acc: 1.000 - ETA: 2s - loss: 2.1576e-04 - acc: 1.000 - ETA: 2s - loss: 2.0928e-04 - acc: 1.000 - ETA: 2s - loss: 2.0317e-04 - acc: 1.000 - ETA: 2s - loss: 1.9741e-04 - acc: 1.000 - ETA: 2s - loss: 1.9197e-04 - acc: 1.000 - ETA: 2s - loss: 1.8682e-04 - acc: 1.000 - ETA: 2s - loss: 1.7959e-04 - acc: 1.000 - ETA: 2s - loss: 1.7507e-04 - acc: 1.000 - ETA: 2s - loss: 1.7078e-04 - acc: 1.000 - ETA: 2s - loss: 1.6669e-04 - acc: 1.000 - ETA: 2s - loss: 0.0049 - acc: 0.9997 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01592: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1594/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0450 - acc: 0.995 - ETA: 4s - loss: 0.0378 - acc: 0.996 - ETA: 4s - loss: 0.0326 - acc: 0.996 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01593: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1595/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.1364e-04 - acc: 0.999 - ETA: 3s - loss: 5.8334e-04 - acc: 0.999 - ETA: 3s - loss: 5.5589e-04 - acc: 0.999 - ETA: 3s - loss: 5.3092e-04 - acc: 0.999 - ETA: 3s - loss: 5.0809e-04 - acc: 0.999 - ETA: 3s - loss: 4.8714e-04 - acc: 0.999 - ETA: 3s - loss: 4.6785e-04 - acc: 0.999 - ETA: 3s - loss: 4.5003e-04 - acc: 0.999 - ETA: 3s - loss: 4.3352e-04 - acc: 0.999 - ETA: 3s - loss: 4.1818e-04 - acc: 0.999 - ETA: 3s - loss: 4.0389e-04 - acc: 0.999 - ETA: 3s - loss: 3.9054e-04 - acc: 0.999 - ETA: 2s - loss: 3.7805e-04 - acc: 0.999 - ETA: 2s - loss: 3.6633e-04 - acc: 0.999 - ETA: 2s - loss: 3.5531e-04 - acc: 0.999 - ETA: 2s - loss: 9.1597e-04 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.9989 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01594: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1596/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01595: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1597/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01596: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1598/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9990 - ETA: 3s - loss: 9.2629e-04 - acc: 0.999 - ETA: 3s - loss: 8.6129e-04 - acc: 0.999 - ETA: 3s - loss: 8.0482e-04 - acc: 0.999 - ETA: 3s - loss: 7.5530e-04 - acc: 0.999 - ETA: 3s - loss: 7.1153e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9986 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9263e-04 - acc: 0.998 - ETA: 3s - loss: 9.4994e-04 - acc: 0.998 - ETA: 3s - loss: 9.1077e-04 - acc: 0.999 - ETA: 3s - loss: 8.7470e-04 - acc: 0.999 - ETA: 3s - loss: 8.4139e-04 - acc: 0.999 - ETA: 3s - loss: 8.1051e-04 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.9987 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01597: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1599/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2065e-04 - acc: 0.998 - ETA: 4s - loss: 8.3882e-04 - acc: 0.998 - ETA: 3s - loss: 7.7036e-04 - acc: 0.999 - ETA: 3s - loss: 7.1223e-04 - acc: 0.999 - ETA: 3s - loss: 6.6226e-04 - acc: 0.999 - ETA: 3s - loss: 6.1884e-04 - acc: 0.999 - ETA: 3s - loss: 5.8076e-04 - acc: 0.999 - ETA: 3s - loss: 9.2078e-04 - acc: 0.999 - ETA: 3s - loss: 8.7033e-04 - acc: 0.999 - ETA: 3s - loss: 8.2513e-04 - acc: 0.999 - ETA: 3s - loss: 7.8438e-04 - acc: 0.999 - ETA: 3s - loss: 7.4748e-04 - acc: 0.999 - ETA: 3s - loss: 7.1389e-04 - acc: 0.999 - ETA: 3s - loss: 6.8319e-04 - acc: 0.999 - ETA: 3s - loss: 6.5502e-04 - acc: 0.999 - ETA: 3s - loss: 6.2908e-04 - acc: 0.999 - ETA: 3s - loss: 6.0512e-04 - acc: 0.999 - ETA: 3s - loss: 9.6908e-04 - acc: 0.999 - ETA: 3s - loss: 9.3478e-04 - acc: 0.999 - ETA: 3s - loss: 9.0283e-04 - acc: 0.999 - ETA: 2s - loss: 8.7299e-04 - acc: 0.999 - ETA: 2s - loss: 8.4505e-04 - acc: 0.999 - ETA: 2s - loss: 8.1885e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9989 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01598: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1600/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9960 - ETA: 4s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0039 - acc: 0.995 - ETA: 4s - loss: 0.0035 - acc: 0.995 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0018 - acc: 0.997 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01599: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1601/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7311e-04 - acc: 0.999 - ETA: 3s - loss: 7.1789e-04 - acc: 0.999 - ETA: 3s - loss: 6.7004e-04 - acc: 0.999 - ETA: 3s - loss: 6.2817e-04 - acc: 0.999 - ETA: 3s - loss: 5.9123e-04 - acc: 0.999 - ETA: 3s - loss: 5.5839e-04 - acc: 0.999 - ETA: 3s - loss: 5.2901e-04 - acc: 0.999 - ETA: 3s - loss: 5.0256e-04 - acc: 0.999 - ETA: 3s - loss: 9.7117e-04 - acc: 0.998 - ETA: 3s - loss: 9.2703e-04 - acc: 0.998 - ETA: 3s - loss: 8.8673e-04 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.9984 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01600: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1602/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9971 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.996 - ETA: 4s - loss: 0.0044 - acc: 0.996 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.996 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01601: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1603/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0444 - acc: 0.950 - ETA: 3s - loss: 0.0089 - acc: 0.990 - ETA: 4s - loss: 0.0049 - acc: 0.994 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01602: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5805 - val_acc: 0.8323 Epoch 1604/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9985 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5110e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9986 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01603: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1605/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.5315e-04 - acc: 0.999 - ETA: 3s - loss: 4.3183e-04 - acc: 0.999 - ETA: 3s - loss: 4.1243e-04 - acc: 0.999 - ETA: 3s - loss: 3.9050e-04 - acc: 0.999 - ETA: 3s - loss: 3.6708e-04 - acc: 0.999 - ETA: 3s - loss: 6.3277e-04 - acc: 0.999 - ETA: 3s - loss: 5.9888e-04 - acc: 0.999 - ETA: 3s - loss: 5.7823e-04 - acc: 0.999 - ETA: 3s - loss: 5.5896e-04 - acc: 0.999 - ETA: 2s - loss: 5.4094e-04 - acc: 0.999 - ETA: 2s - loss: 5.2404e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9992 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01604: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1606/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.6771e-04 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.9982 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01605: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1607/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9900 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01606: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1608/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.8705e-04 - acc: 1.000 - ETA: 3s - loss: 2.7288e-04 - acc: 1.000 - ETA: 3s - loss: 2.6004e-04 - acc: 1.000 - ETA: 3s - loss: 2.4836e-04 - acc: 1.000 - ETA: 3s - loss: 2.3768e-04 - acc: 1.000 - ETA: 3s - loss: 2.2789e-04 - acc: 1.000 - ETA: 3s - loss: 2.1887e-04 - acc: 1.000 - ETA: 3s - loss: 2.1053e-04 - acc: 1.000 - ETA: 3s - loss: 2.0281e-04 - acc: 1.000 - ETA: 3s - loss: 1.9564e-04 - acc: 1.000 - ETA: 3s - loss: 1.8895e-04 - acc: 1.000 - ETA: 3s - loss: 1.8271e-04 - acc: 1.000 - ETA: 2s - loss: 1.7687e-04 - acc: 1.000 - ETA: 2s - loss: 1.7139e-04 - acc: 1.000 - ETA: 2s - loss: 1.6624e-04 - acc: 1.000 - ETA: 2s - loss: 1.6139e-04 - acc: 1.000 - ETA: 2s - loss: 1.5681e-04 - acc: 1.000 - ETA: 2s - loss: 1.5249e-04 - acc: 1.000 - ETA: 2s - loss: 1.4840e-04 - acc: 1.000 - ETA: 2s - loss: 1.4452e-04 - acc: 1.000 - ETA: 2s - loss: 1.4084e-04 - acc: 1.000 - ETA: 2s - loss: 1.3735e-04 - acc: 1.000 - ETA: 2s - loss: 1.3402e-04 - acc: 1.000 - ETA: 2s - loss: 1.3085e-04 - acc: 1.000 - ETA: 2s - loss: 1.2783e-04 - acc: 1.000 - ETA: 2s - loss: 1.2494e-04 - acc: 1.000 - ETA: 2s - loss: 1.2218e-04 - acc: 1.000 - ETA: 2s - loss: 1.1954e-04 - acc: 1.000 - ETA: 2s - loss: 1.1702e-04 - acc: 1.000 - ETA: 2s - loss: 1.1459e-04 - acc: 1.000 - ETA: 1s - loss: 1.1227e-04 - acc: 1.000 - ETA: 1s - loss: 1.1004e-04 - acc: 1.000 - ETA: 1s - loss: 0.0040 - acc: 0.9998 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01607: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1609/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0487 - acc: 0.997 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01608: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1610/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01609: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1611/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9962 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01610: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1612/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9944 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7983e-04 - acc: 0.998 - ETA: 4s - loss: 8.9275e-04 - acc: 0.998 - ETA: 4s - loss: 8.1988e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9981 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9084e-04 - acc: 0.998 - ETA: 3s - loss: 9.4192e-04 - acc: 0.998 - ETA: 3s - loss: 8.9760e-04 - acc: 0.998 - ETA: 3s - loss: 8.5726e-04 - acc: 0.998 - ETA: 3s - loss: 8.2040e-04 - acc: 0.998 - ETA: 3s - loss: 7.8657e-04 - acc: 0.999 - ETA: 3s - loss: 7.5542e-04 - acc: 0.999 - ETA: 3s - loss: 7.2665e-04 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.9986 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01611: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1613/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9986 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2352e-04 - acc: 0.999 - ETA: 3s - loss: 8.5383e-04 - acc: 0.999 - ETA: 3s - loss: 7.9392e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9984 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01612: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1614/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.4657e-04 - acc: 0.999 - ETA: 3s - loss: 6.9841e-04 - acc: 0.999 - ETA: 3s - loss: 6.5609e-04 - acc: 0.999 - ETA: 3s - loss: 6.1860e-04 - acc: 0.999 - ETA: 3s - loss: 5.8517e-04 - acc: 0.999 - ETA: 3s - loss: 5.5517e-04 - acc: 0.999 - ETA: 3s - loss: 5.2809e-04 - acc: 0.999 - ETA: 3s - loss: 5.0354e-04 - acc: 0.999 - ETA: 3s - loss: 4.8116e-04 - acc: 0.999 - ETA: 3s - loss: 4.6069e-04 - acc: 0.999 - ETA: 3s - loss: 4.4189e-04 - acc: 0.999 - ETA: 3s - loss: 4.2457e-04 - acc: 0.999 - ETA: 3s - loss: 4.0855e-04 - acc: 0.999 - ETA: 3s - loss: 3.9370e-04 - acc: 0.999 - ETA: 3s - loss: 3.7989e-04 - acc: 0.999 - ETA: 3s - loss: 3.6702e-04 - acc: 0.999 - ETA: 2s - loss: 3.5499e-04 - acc: 0.999 - ETA: 2s - loss: 3.4372e-04 - acc: 0.999 - ETA: 2s - loss: 3.3315e-04 - acc: 0.999 - ETA: 2s - loss: 3.2321e-04 - acc: 0.999 - ETA: 2s - loss: 3.1384e-04 - acc: 0.999 - ETA: 2s - loss: 3.0077e-04 - acc: 0.999 - ETA: 2s - loss: 2.9068e-04 - acc: 0.999 - ETA: 2s - loss: 2.7944e-04 - acc: 0.999 - ETA: 2s - loss: 2.6903e-04 - acc: 0.999 - ETA: 2s - loss: 2.6251e-04 - acc: 0.999 - ETA: 2s - loss: 2.5630e-04 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.9994 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01613: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1615/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9402e-04 - acc: 1.000 - ETA: 4s - loss: 8.0681e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 01614: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1616/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1684 - acc: 0.9800 - ETA: 4s - loss: 0.0936 - acc: 0.988 - ETA: 4s - loss: 0.0648 - acc: 0.992 - ETA: 4s - loss: 0.0521 - acc: 0.991 - ETA: 4s - loss: 0.0421 - acc: 0.992 - ETA: 4s - loss: 0.0354 - acc: 0.994 - ETA: 4s - loss: 0.0305 - acc: 0.994 - ETA: 4s - loss: 0.0268 - acc: 0.995 - ETA: 4s - loss: 0.0457 - acc: 0.994 - ETA: 4s - loss: 0.0412 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.995 - ETA: 3s - loss: 0.0345 - acc: 0.995 - ETA: 3s - loss: 0.0319 - acc: 0.996 - ETA: 3s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0277 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01615: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1617/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0149 - acc: 0.9991 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01616: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1618/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0251 - acc: 0.9985 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01617: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1619/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.9747e-04 - acc: 0.999 - ETA: 3s - loss: 5.6474e-04 - acc: 0.999 - ETA: 3s - loss: 5.3541e-04 - acc: 0.999 - ETA: 3s - loss: 5.0897e-04 - acc: 0.999 - ETA: 3s - loss: 4.8503e-04 - acc: 0.999 - ETA: 3s - loss: 4.6323e-04 - acc: 0.999 - ETA: 3s - loss: 4.4332e-04 - acc: 0.999 - ETA: 3s - loss: 4.2504e-04 - acc: 0.999 - ETA: 3s - loss: 4.0821e-04 - acc: 0.999 - ETA: 3s - loss: 3.9266e-04 - acc: 0.999 - ETA: 3s - loss: 3.7826e-04 - acc: 0.999 - ETA: 3s - loss: 3.6487e-04 - acc: 0.999 - ETA: 3s - loss: 3.5240e-04 - acc: 0.999 - ETA: 3s - loss: 5.7961e-04 - acc: 0.999 - ETA: 2s - loss: 5.6106e-04 - acc: 0.999 - ETA: 2s - loss: 5.4367e-04 - acc: 0.999 - ETA: 2s - loss: 5.2732e-04 - acc: 0.999 - ETA: 2s - loss: 5.1193e-04 - acc: 0.999 - ETA: 2s - loss: 4.9741e-04 - acc: 0.999 - ETA: 2s - loss: 8.0394e-04 - acc: 0.999 - ETA: 2s - loss: 7.8236e-04 - acc: 0.999 - ETA: 2s - loss: 7.6191e-04 - acc: 0.999 - ETA: 2s - loss: 7.4250e-04 - acc: 0.999 - ETA: 2s - loss: 7.2406e-04 - acc: 0.999 - ETA: 2s - loss: 7.0651e-04 - acc: 0.999 - ETA: 2s - loss: 6.8979e-04 - acc: 0.999 - ETA: 2s - loss: 6.7384e-04 - acc: 0.999 - ETA: 2s - loss: 6.5862e-04 - acc: 0.999 - ETA: 2s - loss: 6.4407e-04 - acc: 0.999 - ETA: 2s - loss: 6.3014e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9992 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 0s - loss: 0.0020 - acc: 0.998 - ETA: 0s - loss: 0.0020 - acc: 0.998 - ETA: 0s - loss: 0.0019 - acc: 0.998 - ETA: 0s - loss: 0.0019 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01618: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1620/2000 6660/6680 [============================>.] - ETA: 1s - loss: 0.0413 - acc: 0.950 - ETA: 4s - loss: 0.0083 - acc: 0.990 - ETA: 4s - loss: 0.0079 - acc: 0.994 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01619: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1621/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0050 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9888e-04 - acc: 1.000 - ETA: 4s - loss: 8.6112e-04 - acc: 1.000 - ETA: 4s - loss: 7.5676e-04 - acc: 1.000 - ETA: 4s - loss: 6.9370e-04 - acc: 1.000 - ETA: 4s - loss: 6.0912e-04 - acc: 1.000 - ETA: 4s - loss: 5.5499e-04 - acc: 1.000 - ETA: 4s - loss: 5.0969e-04 - acc: 1.000 - ETA: 4s - loss: 4.7123e-04 - acc: 1.000 - ETA: 3s - loss: 4.3817e-04 - acc: 1.000 - ETA: 3s - loss: 4.0945e-04 - acc: 1.000 - ETA: 3s - loss: 3.8426e-04 - acc: 1.000 - ETA: 3s - loss: 3.6199e-04 - acc: 1.000 - ETA: 3s - loss: 3.4216e-04 - acc: 1.000 - ETA: 3s - loss: 3.2439e-04 - acc: 1.000 - ETA: 3s - loss: 3.0838e-04 - acc: 1.000 - ETA: 3s - loss: 2.9387e-04 - acc: 1.000 - ETA: 3s - loss: 5.9556e-04 - acc: 1.000 - ETA: 3s - loss: 5.6995e-04 - acc: 1.000 - ETA: 3s - loss: 5.4645e-04 - acc: 1.000 - ETA: 3s - loss: 5.2482e-04 - acc: 1.000 - ETA: 3s - loss: 5.0483e-04 - acc: 1.000 - ETA: 3s - loss: 4.8631e-04 - acc: 1.000 - ETA: 3s - loss: 4.6910e-04 - acc: 1.000 - ETA: 3s - loss: 4.5306e-04 - acc: 1.000 - ETA: 3s - loss: 4.3809e-04 - acc: 1.000 - ETA: 3s - loss: 4.2408e-04 - acc: 1.000 - ETA: 2s - loss: 4.1093e-04 - acc: 1.000 - ETA: 2s - loss: 3.9857e-04 - acc: 1.000 - ETA: 2s - loss: 3.8694e-04 - acc: 1.000 - ETA: 2s - loss: 3.7597e-04 - acc: 1.000 - ETA: 2s - loss: 0.0059 - acc: 0.9997 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01620: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5761 - val_acc: 0.8323 Epoch 1622/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0082 - acc: 0.9900 - ETA: 4s - loss: 0.0045 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0095 - acc: 0.994 - ETA: 4s - loss: 0.0461 - acc: 0.992 - ETA: 4s - loss: 0.0387 - acc: 0.994 - ETA: 4s - loss: 0.0334 - acc: 0.994 - ETA: 4s - loss: 0.0303 - acc: 0.995 - ETA: 4s - loss: 0.0270 - acc: 0.995 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01621: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1623/2000 6620/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9988Epoch 01622: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1624/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0141 - acc: 0.9991 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01623: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1625/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9944 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0444 - acc: 0.994 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01624: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1626/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9989 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01625: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8335 Epoch 1627/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.995 - ETA: 3s - loss: 0.0047 - acc: 0.996 - ETA: 3s - loss: 0.0044 - acc: 0.996 - ETA: 3s - loss: 0.0042 - acc: 0.996 - ETA: 3s - loss: 0.0040 - acc: 0.996 - ETA: 3s - loss: 0.0038 - acc: 0.996 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0034 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0029 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01626: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1628/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.3224 - acc: 0.9800 - ETA: 4s - loss: 0.1791 - acc: 0.988 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0590 - acc: 0.996 - ETA: 3s - loss: 0.0537 - acc: 0.996 - ETA: 3s - loss: 0.0493 - acc: 0.996 - ETA: 3s - loss: 0.0456 - acc: 0.997 - ETA: 3s - loss: 0.0424 - acc: 0.997 - ETA: 3s - loss: 0.0396 - acc: 0.997 - ETA: 3s - loss: 0.0372 - acc: 0.997 - ETA: 3s - loss: 0.0350 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01627: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1629/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01628: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1630/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9989 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5423e-04 - acc: 0.999 - ETA: 3s - loss: 8.9166e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9992 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0045 - acc: 0.997 - ETA: 3s - loss: 0.0043 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01629: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1631/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01630: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1632/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.0383e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9991 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8874e-04 - acc: 0.999 - ETA: 3s - loss: 9.3738e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9988 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01631: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1633/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9880e-04 - acc: 1.000 - ETA: 4s - loss: 8.0165e-04 - acc: 1.000 - ETA: 4s - loss: 7.2345e-04 - acc: 1.000 - ETA: 4s - loss: 6.5915e-04 - acc: 1.000 - ETA: 4s - loss: 6.0535e-04 - acc: 1.000 - ETA: 3s - loss: 5.5968e-04 - acc: 1.000 - ETA: 3s - loss: 5.2041e-04 - acc: 1.000 - ETA: 3s - loss: 9.5193e-04 - acc: 1.000 - ETA: 3s - loss: 8.9335e-04 - acc: 1.000 - ETA: 3s - loss: 8.4157e-04 - acc: 1.000 - ETA: 3s - loss: 7.9547e-04 - acc: 1.000 - ETA: 3s - loss: 0.0112 - acc: 0.9994 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01632: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1634/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0372 - acc: 0.950 - ETA: 3s - loss: 0.0074 - acc: 0.990 - ETA: 4s - loss: 0.0041 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0372 - acc: 0.996 - ETA: 4s - loss: 0.0350 - acc: 0.995 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0301 - acc: 0.996 - ETA: 3s - loss: 0.0281 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0214 - acc: 0.996 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.996 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01633: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1635/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9989 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.8215e-04 - acc: 0.999 - ETA: 3s - loss: 9.1324e-04 - acc: 0.999 - ETA: 3s - loss: 8.5336e-04 - acc: 0.999 - ETA: 3s - loss: 8.0085e-04 - acc: 0.999 - ETA: 3s - loss: 7.5443e-04 - acc: 0.999 - ETA: 3s - loss: 7.1310e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9994 - ETA: 3s - loss: 9.9487e-04 - acc: 0.999 - ETA: 3s - loss: 9.4806e-04 - acc: 0.999 - ETA: 3s - loss: 9.0546e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9989 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0020 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0019 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01634: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1636/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.0931e-04 - acc: 1.000 - ETA: 3s - loss: 2.9807e-04 - acc: 1.000 - ETA: 3s - loss: 2.8762e-04 - acc: 1.000 - ETA: 3s - loss: 2.7787e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9563e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9989 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0023 - acc: 0.998 - ETA: 0s - loss: 0.0023 - acc: 0.998 - ETA: 0s - loss: 0.0023 - acc: 0.998 - ETA: 0s - loss: 0.0022 - acc: 0.998 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01635: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1637/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.6923e-04 - acc: 1.000 - ETA: 4s - loss: 6.1873e-04 - acc: 1.000 - ETA: 3s - loss: 0.0147 - acc: 0.9991 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01636: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1638/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9944 - ETA: 4s - loss: 0.0074 - acc: 0.996 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9154e-04 - acc: 0.999 - ETA: 3s - loss: 9.5228e-04 - acc: 0.999 - ETA: 3s - loss: 9.1601e-04 - acc: 0.999 - ETA: 3s - loss: 8.8239e-04 - acc: 0.999 - ETA: 3s - loss: 8.5116e-04 - acc: 0.999 - ETA: 3s - loss: 8.2207e-04 - acc: 0.999 - ETA: 3s - loss: 7.9490e-04 - acc: 0.999 - ETA: 3s - loss: 7.8197e-04 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.9992 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01637: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1639/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.0471e-04 - acc: 1.000 - ETA: 3s - loss: 4.7545e-04 - acc: 1.000 - ETA: 3s - loss: 4.4941e-04 - acc: 1.000 - ETA: 3s - loss: 4.2607e-04 - acc: 1.000 - ETA: 3s - loss: 4.0503e-04 - acc: 1.000 - ETA: 3s - loss: 3.8598e-04 - acc: 1.000 - ETA: 3s - loss: 8.9193e-04 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.9989 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01638: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1640/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.2127e-04 - acc: 1.000 - ETA: 4s - loss: 8.2169e-04 - acc: 1.000 - ETA: 4s - loss: 7.4154e-04 - acc: 1.000 - ETA: 4s - loss: 6.7563e-04 - acc: 1.000 - ETA: 4s - loss: 6.2049e-04 - acc: 1.000 - ETA: 4s - loss: 5.7367e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6090e-04 - acc: 1.000 - ETA: 3s - loss: 9.0520e-04 - acc: 1.000 - ETA: 3s - loss: 8.5561e-04 - acc: 1.000 - ETA: 3s - loss: 8.1117e-04 - acc: 1.000 - ETA: 3s - loss: 7.7112e-04 - acc: 1.000 - ETA: 3s - loss: 7.3483e-04 - acc: 1.000 - ETA: 3s - loss: 7.0181e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.0000 - ETA: 3s - loss: 9.7571e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9995 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 01639: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1641/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01640: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1642/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6507e-04 - acc: 1.000 - ETA: 3s - loss: 9.1220e-04 - acc: 1.000 - ETA: 3s - loss: 8.6482e-04 - acc: 1.000 - ETA: 3s - loss: 8.2212e-04 - acc: 1.000 - ETA: 3s - loss: 7.8343e-04 - acc: 1.000 - ETA: 3s - loss: 0.0102 - acc: 0.9989 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01641: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1643/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0942 - acc: 0.988 - ETA: 4s - loss: 0.0652 - acc: 0.992 - ETA: 4s - loss: 0.0499 - acc: 0.994 - ETA: 4s - loss: 0.0404 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.995 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01642: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1644/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.6848e-04 - acc: 0.999 - ETA: 3s - loss: 5.3553e-04 - acc: 0.999 - ETA: 3s - loss: 5.0619e-04 - acc: 0.999 - ETA: 3s - loss: 4.7990e-04 - acc: 0.999 - ETA: 3s - loss: 4.5621e-04 - acc: 0.999 - ETA: 3s - loss: 4.3475e-04 - acc: 0.999 - ETA: 3s - loss: 4.1521e-04 - acc: 0.999 - ETA: 3s - loss: 3.9736e-04 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.9990 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01643: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1645/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0495 - acc: 0.994 - ETA: 4s - loss: 0.0401 - acc: 0.995 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01644: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1646/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0024 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01645: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5763 - val_acc: 0.8323 Epoch 1647/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2832e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9990 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01646: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5762 - val_acc: 0.8323 Epoch 1648/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9980 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01647: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1649/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9900 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01648: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1650/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9989Epoch 01649: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1651/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.2693e-04 - acc: 1.000 - ETA: 3s - loss: 6.6760e-04 - acc: 1.000 - ETA: 3s - loss: 6.1722e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9991 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01650: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1652/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01651: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1653/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01652: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1654/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1228e-04 - acc: 1.000 - ETA: 4s - loss: 8.0172e-04 - acc: 1.000 - ETA: 4s - loss: 7.1506e-04 - acc: 1.000 - ETA: 4s - loss: 6.4531e-04 - acc: 1.000 - ETA: 4s - loss: 5.8796e-04 - acc: 1.000 - ETA: 4s - loss: 5.3997e-04 - acc: 1.000 - ETA: 4s - loss: 4.9923e-04 - acc: 1.000 - ETA: 3s - loss: 4.6420e-04 - acc: 1.000 - ETA: 3s - loss: 0.0136 - acc: 0.9992 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01653: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1655/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01654: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1656/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1186e-04 - acc: 1.000 - ETA: 4s - loss: 8.2291e-04 - acc: 1.000 - ETA: 4s - loss: 7.4978e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9990 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01655: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1657/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9944 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01656: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1658/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9971 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8890e-04 - acc: 0.999 - ETA: 3s - loss: 9.3472e-04 - acc: 0.999 - ETA: 3s - loss: 8.8617e-04 - acc: 0.999 - ETA: 3s - loss: 8.4241e-04 - acc: 0.999 - ETA: 3s - loss: 8.0277e-04 - acc: 0.999 - ETA: 3s - loss: 7.6670e-04 - acc: 0.999 - ETA: 3s - loss: 7.3373e-04 - acc: 0.999 - ETA: 3s - loss: 7.0348e-04 - acc: 0.999 - ETA: 3s - loss: 6.7562e-04 - acc: 0.999 - ETA: 3s - loss: 6.4989e-04 - acc: 0.999 - ETA: 3s - loss: 6.2604e-04 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.9991 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01657: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1659/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 1.0000 - ETA: 4s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9986Epoch 01658: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1660/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.4614e-04 - acc: 1.000 - ETA: 4s - loss: 5.9738e-04 - acc: 1.000 - ETA: 3s - loss: 5.5547e-04 - acc: 1.000 - ETA: 3s - loss: 5.1905e-04 - acc: 1.000 - ETA: 3s - loss: 4.8712e-04 - acc: 1.000 - ETA: 3s - loss: 4.5889e-04 - acc: 1.000 - ETA: 3s - loss: 4.3375e-04 - acc: 1.000 - ETA: 3s - loss: 4.1122e-04 - acc: 1.000 - ETA: 3s - loss: 3.9092e-04 - acc: 1.000 - ETA: 3s - loss: 3.7253e-04 - acc: 1.000 - ETA: 3s - loss: 3.5579e-04 - acc: 1.000 - ETA: 3s - loss: 3.4050e-04 - acc: 1.000 - ETA: 3s - loss: 3.2646e-04 - acc: 1.000 - ETA: 3s - loss: 3.1354e-04 - acc: 1.000 - ETA: 3s - loss: 3.0160e-04 - acc: 1.000 - ETA: 3s - loss: 2.9053e-04 - acc: 1.000 - ETA: 3s - loss: 2.8025e-04 - acc: 1.000 - ETA: 3s - loss: 6.1952e-04 - acc: 0.999 - ETA: 3s - loss: 5.9904e-04 - acc: 0.999 - ETA: 3s - loss: 5.7988e-04 - acc: 0.999 - ETA: 2s - loss: 5.6190e-04 - acc: 0.999 - ETA: 2s - loss: 5.4500e-04 - acc: 0.999 - ETA: 2s - loss: 5.2909e-04 - acc: 0.999 - ETA: 2s - loss: 5.1409e-04 - acc: 0.999 - ETA: 2s - loss: 4.9991e-04 - acc: 0.999 - ETA: 2s - loss: 4.8649e-04 - acc: 0.999 - ETA: 2s - loss: 4.7378e-04 - acc: 0.999 - ETA: 2s - loss: 4.6171e-04 - acc: 0.999 - ETA: 2s - loss: 4.5024e-04 - acc: 0.999 - ETA: 2s - loss: 4.3933e-04 - acc: 0.999 - ETA: 2s - loss: 4.2893e-04 - acc: 0.999 - ETA: 2s - loss: 4.1902e-04 - acc: 0.999 - ETA: 2s - loss: 4.0955e-04 - acc: 0.999 - ETA: 2s - loss: 4.0050e-04 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.9995 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01659: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1661/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9087e-04 - acc: 0.998 - ETA: 4s - loss: 8.9421e-04 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.9978 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9618e-04 - acc: 0.998 - ETA: 3s - loss: 9.5510e-04 - acc: 0.999 - ETA: 3s - loss: 9.1728e-04 - acc: 0.999 - ETA: 3s - loss: 8.8234e-04 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.9986 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01660: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1662/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0124 - acc: 0.9992 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01661: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1663/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9020e-04 - acc: 0.998 - ETA: 3s - loss: 9.3877e-04 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.9981 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 9.8907e-04 - acc: 0.998 - ETA: 2s - loss: 9.6179e-04 - acc: 0.999 - ETA: 2s - loss: 9.3598e-04 - acc: 0.999 - ETA: 2s - loss: 9.1151e-04 - acc: 0.999 - ETA: 2s - loss: 8.8829e-04 - acc: 0.999 - ETA: 2s - loss: 8.6622e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9988 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01662: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1664/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01663: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1665/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0115 - acc: 0.9993 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01664: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1666/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 1.0000 - ETA: 3s - loss: 0.0112 - acc: 0.994 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.996 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01665: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1667/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.8481e-04 - acc: 1.000 - ETA: 4s - loss: 7.1630e-04 - acc: 1.000 - ETA: 4s - loss: 6.0171e-04 - acc: 1.000 - ETA: 4s - loss: 5.1873e-04 - acc: 1.000 - ETA: 4s - loss: 4.5587e-04 - acc: 1.000 - ETA: 4s - loss: 4.0660e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9988 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5593e-04 - acc: 0.999 - ETA: 3s - loss: 8.9325e-04 - acc: 0.999 - ETA: 3s - loss: 8.3829e-04 - acc: 0.999 - ETA: 3s - loss: 7.8970e-04 - acc: 0.999 - ETA: 3s - loss: 7.4643e-04 - acc: 0.999 - ETA: 3s - loss: 7.0767e-04 - acc: 0.999 - ETA: 3s - loss: 6.7272e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9994 - ETA: 3s - loss: 9.9992e-04 - acc: 0.999 - ETA: 3s - loss: 9.5692e-04 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.9990 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01666: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1668/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.9653e-04 - acc: 1.000 - ETA: 3s - loss: 4.6598e-04 - acc: 1.000 - ETA: 3s - loss: 4.3897e-04 - acc: 1.000 - ETA: 3s - loss: 4.1493e-04 - acc: 1.000 - ETA: 3s - loss: 3.9338e-04 - acc: 1.000 - ETA: 3s - loss: 3.7396e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9994 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01667: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1669/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.5847e-04 - acc: 1.000 - ETA: 3s - loss: 3.2731e-04 - acc: 1.000 - ETA: 3s - loss: 3.0113e-04 - acc: 1.000 - ETA: 3s - loss: 2.7883e-04 - acc: 1.000 - ETA: 3s - loss: 2.5961e-04 - acc: 1.000 - ETA: 3s - loss: 2.4287e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.0000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6566e-04 - acc: 1.000 - ETA: 3s - loss: 9.2075e-04 - acc: 1.000 - ETA: 3s - loss: 8.7983e-04 - acc: 1.000 - ETA: 3s - loss: 8.4240e-04 - acc: 1.000 - ETA: 3s - loss: 8.0802e-04 - acc: 1.000 - ETA: 3s - loss: 7.7633e-04 - acc: 1.000 - ETA: 3s - loss: 7.4704e-04 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01668: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1670/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.8767e-04 - acc: 1.000 - ETA: 3s - loss: 4.6132e-04 - acc: 1.000 - ETA: 3s - loss: 4.3767e-04 - acc: 1.000 - ETA: 3s - loss: 4.1632e-04 - acc: 1.000 - ETA: 3s - loss: 3.9697e-04 - acc: 1.000 - ETA: 3s - loss: 3.7933e-04 - acc: 1.000 - ETA: 3s - loss: 7.4900e-04 - acc: 0.999 - ETA: 3s - loss: 7.1843e-04 - acc: 0.999 - ETA: 3s - loss: 6.9026e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9991 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7733e-04 - acc: 0.999 - ETA: 2s - loss: 9.5486e-04 - acc: 0.999 - ETA: 2s - loss: 9.3341e-04 - acc: 0.999 - ETA: 2s - loss: 9.1290e-04 - acc: 0.999 - ETA: 2s - loss: 9.0298e-04 - acc: 0.999 - ETA: 2s - loss: 8.7909e-04 - acc: 0.999 - ETA: 2s - loss: 8.6087e-04 - acc: 0.999 - ETA: 1s - loss: 8.4340e-04 - acc: 0.999 - ETA: 1s - loss: 8.2661e-04 - acc: 0.999 - ETA: 1s - loss: 8.1049e-04 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.9993 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01669: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1671/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01670: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1672/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.2904e-04 - acc: 1.000 - ETA: 4s - loss: 0.0205 - acc: 0.9988 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01671: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5772 - val_acc: 0.8335 Epoch 1673/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4687e-04 - acc: 1.000 - ETA: 4s - loss: 8.4452e-04 - acc: 1.000 - ETA: 4s - loss: 0.0204 - acc: 0.9988 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01672: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5776 - val_acc: 0.8335 Epoch 1674/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01673: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8335 Epoch 1675/2000 6660/6680 [============================>.] - ETA: 3s - loss: 0.0348 - acc: 0.950 - ETA: 4s - loss: 0.0070 - acc: 0.990 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.4130e-04 - acc: 0.998 - ETA: 4s - loss: 8.4947e-04 - acc: 0.998 - ETA: 4s - loss: 7.7398e-04 - acc: 0.998 - ETA: 4s - loss: 7.1080e-04 - acc: 0.999 - ETA: 4s - loss: 6.5717e-04 - acc: 0.999 - ETA: 4s - loss: 6.1106e-04 - acc: 0.999 - ETA: 3s - loss: 5.7100e-04 - acc: 0.999 - ETA: 3s - loss: 5.3587e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9986 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.9538e-04 - acc: 0.998 - ETA: 3s - loss: 9.5258e-04 - acc: 0.998 - ETA: 3s - loss: 9.1330e-04 - acc: 0.999 - ETA: 3s - loss: 8.7713e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9986 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01674: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1676/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9962 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.995 - ETA: 4s - loss: 0.0066 - acc: 0.996 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01675: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1677/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.9900 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0498 - acc: 0.994 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01676: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1678/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9989 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01677: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1679/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9877e-04 - acc: 1.000 - ETA: 4s - loss: 8.0161e-04 - acc: 1.000 - ETA: 4s - loss: 7.2342e-04 - acc: 1.000 - ETA: 4s - loss: 6.5913e-04 - acc: 1.000 - ETA: 4s - loss: 6.0533e-04 - acc: 1.000 - ETA: 3s - loss: 5.5965e-04 - acc: 1.000 - ETA: 3s - loss: 5.2039e-04 - acc: 1.000 - ETA: 3s - loss: 4.8627e-04 - acc: 1.000 - ETA: 3s - loss: 4.5636e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9993 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0013 - acc: 0.999 - ETA: 0s - loss: 0.0013 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01678: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1680/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.8059 - acc: 0.950 - ETA: 3s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01679: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1681/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01680: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1682/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01681: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1683/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.3020e-04 - acc: 0.999 - ETA: 3s - loss: 6.7510e-04 - acc: 0.999 - ETA: 3s - loss: 6.2774e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9984 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01682: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1684/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01683: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1685/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01684: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1686/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.9453e-04 - acc: 0.999 - ETA: 3s - loss: 7.4368e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9987 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01685: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5758 - val_acc: 0.8323 Epoch 1687/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.5791e-04 - acc: 1.000 - ETA: 3s - loss: 4.3137e-04 - acc: 1.000 - ETA: 3s - loss: 4.0774e-04 - acc: 1.000 - ETA: 3s - loss: 3.8656e-04 - acc: 1.000 - ETA: 3s - loss: 0.0103 - acc: 0.9994 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01686: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5760 - val_acc: 0.8323 Epoch 1688/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.4373e-04 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01687: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1689/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.8661 - acc: 0.900 - ETA: 4s - loss: 0.1732 - acc: 0.980 - ETA: 4s - loss: 0.0962 - acc: 0.988 - ETA: 4s - loss: 0.0666 - acc: 0.992 - ETA: 4s - loss: 0.0509 - acc: 0.994 - ETA: 4s - loss: 0.0429 - acc: 0.992 - ETA: 4s - loss: 0.0361 - acc: 0.994 - ETA: 4s - loss: 0.0311 - acc: 0.994 - ETA: 4s - loss: 0.0273 - acc: 0.995 - ETA: 4s - loss: 0.0461 - acc: 0.994 - ETA: 4s - loss: 0.0416 - acc: 0.995 - ETA: 4s - loss: 0.0379 - acc: 0.995 - ETA: 3s - loss: 0.0348 - acc: 0.995 - ETA: 3s - loss: 0.0322 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01688: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1690/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.2010e-07 - acc: 1.000 - ETA: 3s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1962e-07 - acc: 1.000 - ETA: 4s - loss: 1.1955e-07 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01689: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1691/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01690: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1692/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9900 - ETA: 4s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7015e-04 - acc: 0.998 - ETA: 4s - loss: 8.8392e-04 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.9980 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01691: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5764 - val_acc: 0.8323 Epoch 1693/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5700e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01692: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1694/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8910e-04 - acc: 0.999 - ETA: 3s - loss: 9.3491e-04 - acc: 0.999 - ETA: 3s - loss: 8.8635e-04 - acc: 0.999 - ETA: 3s - loss: 8.4259e-04 - acc: 0.999 - ETA: 3s - loss: 8.0294e-04 - acc: 0.999 - ETA: 3s - loss: 7.6686e-04 - acc: 0.999 - ETA: 3s - loss: 7.3388e-04 - acc: 0.999 - ETA: 3s - loss: 7.0362e-04 - acc: 0.999 - ETA: 3s - loss: 6.7576e-04 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.9990 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01693: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1695/2000 6620/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9937 - ETA: 4s - loss: 0.0165 - acc: 0.991 - ETA: 4s - loss: 0.0124 - acc: 0.993 - ETA: 4s - loss: 0.0099 - acc: 0.995 - ETA: 4s - loss: 0.0082 - acc: 0.995 - ETA: 4s - loss: 0.0071 - acc: 0.996 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01694: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1696/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 8.6993e-04 - acc: 0.999 - ETA: 3s - loss: 8.1289e-04 - acc: 0.999 - ETA: 3s - loss: 7.6287e-04 - acc: 0.999 - ETA: 3s - loss: 7.1866e-04 - acc: 0.999 - ETA: 3s - loss: 6.7928e-04 - acc: 0.999 - ETA: 3s - loss: 6.4400e-04 - acc: 0.999 - ETA: 3s - loss: 6.1221e-04 - acc: 0.999 - ETA: 3s - loss: 5.8340e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9989 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7803e-04 - acc: 0.999 - ETA: 2s - loss: 9.4862e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9989 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01695: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1697/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01696: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1698/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01697: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1699/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9983 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01698: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1700/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.0000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3334e-04 - acc: 1.000 - ETA: 4s - loss: 8.4230e-04 - acc: 1.000 - ETA: 3s - loss: 7.6744e-04 - acc: 1.000 - ETA: 3s - loss: 7.0480e-04 - acc: 1.000 - ETA: 3s - loss: 6.5162e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9991 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5647e-04 - acc: 0.999 - ETA: 3s - loss: 9.1534e-04 - acc: 0.999 - ETA: 3s - loss: 8.7760e-04 - acc: 0.999 - ETA: 3s - loss: 8.4285e-04 - acc: 0.999 - ETA: 3s - loss: 8.1074e-04 - acc: 0.999 - ETA: 3s - loss: 7.8099e-04 - acc: 0.999 - ETA: 3s - loss: 7.5335e-04 - acc: 0.999 - ETA: 3s - loss: 7.2760e-04 - acc: 0.999 - ETA: 2s - loss: 9.2893e-04 - acc: 0.999 - ETA: 2s - loss: 8.9921e-04 - acc: 0.999 - ETA: 2s - loss: 8.7133e-04 - acc: 0.999 - ETA: 2s - loss: 8.4513e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9993 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7700e-04 - acc: 0.999 - ETA: 2s - loss: 9.5273e-04 - acc: 0.999 - ETA: 2s - loss: 9.2963e-04 - acc: 0.999 - ETA: 2s - loss: 9.0763e-04 - acc: 0.999 - ETA: 2s - loss: 8.8665e-04 - acc: 0.999 - ETA: 2s - loss: 8.6662e-04 - acc: 0.999 - ETA: 2s - loss: 8.4747e-04 - acc: 0.999 - ETA: 2s - loss: 8.2915e-04 - acc: 0.999 - ETA: 2s - loss: 8.1160e-04 - acc: 0.999 - ETA: 1s - loss: 7.9478e-04 - acc: 0.999 - ETA: 1s - loss: 7.7865e-04 - acc: 0.999 - ETA: 1s - loss: 7.6315e-04 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.9993 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01699: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1701/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.8000e-04 - acc: 1.000 - ETA: 4s - loss: 7.8488e-04 - acc: 1.000 - ETA: 4s - loss: 7.0832e-04 - acc: 1.000 - ETA: 4s - loss: 0.0186 - acc: 0.9989 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01700: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1702/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6015e-04 - acc: 0.998 - ETA: 4s - loss: 8.7482e-04 - acc: 0.998 - ETA: 3s - loss: 8.0341e-04 - acc: 0.999 - ETA: 3s - loss: 7.4279e-04 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.9982 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9986Epoch 01701: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0088 - acc: 0.9987 - val_loss: 1.5754 - val_acc: 0.8323 Epoch 1703/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6384e-04 - acc: 0.998 - ETA: 4s - loss: 8.6746e-04 - acc: 0.999 - ETA: 4s - loss: 7.7453e-04 - acc: 0.999 - ETA: 3s - loss: 6.9959e-04 - acc: 0.999 - ETA: 3s - loss: 6.3787e-04 - acc: 0.999 - ETA: 3s - loss: 5.9419e-04 - acc: 0.999 - ETA: 3s - loss: 5.7074e-04 - acc: 0.999 - ETA: 3s - loss: 5.4907e-04 - acc: 0.999 - ETA: 3s - loss: 5.2899e-04 - acc: 0.999 - ETA: 3s - loss: 5.0439e-04 - acc: 0.999 - ETA: 3s - loss: 4.8198e-04 - acc: 0.999 - ETA: 3s - loss: 4.6147e-04 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.9990 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 01702: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5752 - val_acc: 0.8323 Epoch 1704/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.5601e-04 - acc: 1.000 - ETA: 4s - loss: 6.8882e-04 - acc: 1.000 - ETA: 4s - loss: 6.3260e-04 - acc: 1.000 - ETA: 4s - loss: 5.8487e-04 - acc: 1.000 - ETA: 3s - loss: 5.4383e-04 - acc: 1.000 - ETA: 3s - loss: 0.0137 - acc: 0.9992 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01703: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8323 Epoch 1705/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6276e-04 - acc: 1.000 - ETA: 4s - loss: 8.5869e-04 - acc: 1.000 - ETA: 4s - loss: 7.7493e-04 - acc: 1.000 - ETA: 4s - loss: 7.0606e-04 - acc: 1.000 - ETA: 3s - loss: 6.4843e-04 - acc: 1.000 - ETA: 3s - loss: 0.0158 - acc: 0.9991 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01704: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5751 - val_acc: 0.8323 Epoch 1706/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9983 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.1870e-04 - acc: 0.998 - ETA: 4s - loss: 8.3705e-04 - acc: 0.998 - ETA: 3s - loss: 7.6873e-04 - acc: 0.999 - ETA: 3s - loss: 7.1072e-04 - acc: 0.999 - ETA: 3s - loss: 6.6085e-04 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.9984 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01705: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5754 - val_acc: 0.8323 Epoch 1707/2000 6600/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.7613e-04 - acc: 1.000 - ETA: 4s - loss: 7.7601e-04 - acc: 1.000 - ETA: 4s - loss: 6.7903e-04 - acc: 1.000 - ETA: 4s - loss: 5.9047e-04 - acc: 1.000 - ETA: 4s - loss: 5.2236e-04 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9991 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9986Epoch 01706: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1708/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 01707: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1709/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7236e-04 - acc: 1.000 - ETA: 4s - loss: 7.0371e-04 - acc: 1.000 - ETA: 4s - loss: 6.4628e-04 - acc: 1.000 - ETA: 4s - loss: 5.9751e-04 - acc: 1.000 - ETA: 3s - loss: 5.5559e-04 - acc: 1.000 - ETA: 3s - loss: 5.1916e-04 - acc: 1.000 - ETA: 3s - loss: 4.8722e-04 - acc: 1.000 - ETA: 3s - loss: 4.5899e-04 - acc: 1.000 - ETA: 3s - loss: 4.3384e-04 - acc: 1.000 - ETA: 3s - loss: 4.1131e-04 - acc: 1.000 - ETA: 3s - loss: 3.9101e-04 - acc: 1.000 - ETA: 3s - loss: 3.7261e-04 - acc: 1.000 - ETA: 3s - loss: 3.5587e-04 - acc: 1.000 - ETA: 3s - loss: 3.4057e-04 - acc: 1.000 - ETA: 3s - loss: 3.2653e-04 - acc: 1.000 - ETA: 3s - loss: 3.1360e-04 - acc: 1.000 - ETA: 3s - loss: 3.0166e-04 - acc: 1.000 - ETA: 3s - loss: 2.9059e-04 - acc: 1.000 - ETA: 3s - loss: 2.8031e-04 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9996 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01708: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1710/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.5161e-04 - acc: 1.000 - ETA: 3s - loss: 5.0999e-04 - acc: 1.000 - ETA: 3s - loss: 4.7421e-04 - acc: 1.000 - ETA: 3s - loss: 0.0137 - acc: 0.9992 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01709: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1711/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3133e-04 - acc: 1.000 - ETA: 4s - loss: 8.3331e-04 - acc: 1.000 - ETA: 4s - loss: 7.5395e-04 - acc: 1.000 - ETA: 3s - loss: 6.8840e-04 - acc: 1.000 - ETA: 3s - loss: 0.0173 - acc: 0.9990 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01710: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8323 Epoch 1712/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.3459e-04 - acc: 1.000 - ETA: 3s - loss: 4.1202e-04 - acc: 1.000 - ETA: 3s - loss: 3.9168e-04 - acc: 1.000 - ETA: 3s - loss: 3.7325e-04 - acc: 1.000 - ETA: 3s - loss: 3.5648e-04 - acc: 1.000 - ETA: 3s - loss: 3.4115e-04 - acc: 1.000 - ETA: 3s - loss: 3.2709e-04 - acc: 1.000 - ETA: 3s - loss: 3.1414e-04 - acc: 1.000 - ETA: 3s - loss: 3.0218e-04 - acc: 1.000 - ETA: 3s - loss: 2.9109e-04 - acc: 1.000 - ETA: 3s - loss: 2.8079e-04 - acc: 1.000 - ETA: 3s - loss: 2.7120e-04 - acc: 1.000 - ETA: 3s - loss: 2.6224e-04 - acc: 1.000 - ETA: 2s - loss: 2.5385e-04 - acc: 1.000 - ETA: 2s - loss: 2.4598e-04 - acc: 1.000 - ETA: 2s - loss: 4.4228e-04 - acc: 1.000 - ETA: 2s - loss: 4.2937e-04 - acc: 1.000 - ETA: 2s - loss: 4.1719e-04 - acc: 1.000 - ETA: 2s - loss: 4.0569e-04 - acc: 1.000 - ETA: 2s - loss: 3.9480e-04 - acc: 1.000 - ETA: 2s - loss: 3.8448e-04 - acc: 1.000 - ETA: 2s - loss: 3.7469e-04 - acc: 1.000 - ETA: 2s - loss: 3.9661e-04 - acc: 1.000 - ETA: 2s - loss: 3.8700e-04 - acc: 1.000 - ETA: 2s - loss: 0.0051 - acc: 0.9997 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 01711: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1713/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9986Epoch 01712: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1714/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.9658e-05 - acc: 1.000 - ETA: 3s - loss: 6.6046e-05 - acc: 1.000 - ETA: 3s - loss: 0.0100 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 01713: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1715/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.2917e-04 - acc: 0.999 - ETA: 3s - loss: 5.0304e-04 - acc: 0.999 - ETA: 3s - loss: 4.7938e-04 - acc: 0.999 - ETA: 3s - loss: 4.5784e-04 - acc: 0.999 - ETA: 3s - loss: 4.3815e-04 - acc: 0.999 - ETA: 3s - loss: 4.2009e-04 - acc: 0.999 - ETA: 3s - loss: 7.9259e-04 - acc: 0.999 - ETA: 3s - loss: 7.6240e-04 - acc: 0.999 - ETA: 3s - loss: 7.3443e-04 - acc: 0.999 - ETA: 3s - loss: 7.0844e-04 - acc: 0.999 - ETA: 3s - loss: 6.8422e-04 - acc: 0.999 - ETA: 3s - loss: 6.6161e-04 - acc: 0.999 - ETA: 3s - loss: 6.4044e-04 - acc: 0.999 - ETA: 2s - loss: 6.2058e-04 - acc: 0.999 - ETA: 2s - loss: 6.0192e-04 - acc: 0.999 - ETA: 2s - loss: 5.8435e-04 - acc: 0.999 - ETA: 2s - loss: 5.6778e-04 - acc: 0.999 - ETA: 2s - loss: 5.5212e-04 - acc: 0.999 - ETA: 2s - loss: 5.3730e-04 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.9990 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01714: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1716/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9991 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01715: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1717/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.0000 - ETA: 4s - loss: 0.0929 - acc: 0.994 - ETA: 4s - loss: 0.0643 - acc: 0.996 - ETA: 4s - loss: 0.0492 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0498 - acc: 0.997 - ETA: 4s - loss: 0.0444 - acc: 0.997 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 01716: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1718/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.0847e-04 - acc: 0.998 - ETA: 3s - loss: 8.3432e-04 - acc: 0.999 - ETA: 3s - loss: 7.7136e-04 - acc: 0.999 - ETA: 3s - loss: 7.1724e-04 - acc: 0.999 - ETA: 3s - loss: 6.7022e-04 - acc: 0.999 - ETA: 3s - loss: 6.2898e-04 - acc: 0.999 - ETA: 3s - loss: 5.9252e-04 - acc: 0.999 - ETA: 3s - loss: 9.7465e-04 - acc: 0.999 - ETA: 3s - loss: 9.2403e-04 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.9988 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01717: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1719/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2440e-04 - acc: 1.000 - ETA: 4s - loss: 8.2448e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9988 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01718: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1720/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01719: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1721/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0064 - acc: 1.0000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.7551e-04 - acc: 1.000 - ETA: 3s - loss: 9.1814e-04 - acc: 1.000 - ETA: 3s - loss: 8.6713e-04 - acc: 1.000 - ETA: 3s - loss: 8.2150e-04 - acc: 1.000 - ETA: 3s - loss: 7.8043e-04 - acc: 1.000 - ETA: 3s - loss: 7.4328e-04 - acc: 1.000 - ETA: 3s - loss: 7.0950e-04 - acc: 1.000 - ETA: 3s - loss: 6.7865e-04 - acc: 1.000 - ETA: 3s - loss: 6.5038e-04 - acc: 1.000 - ETA: 3s - loss: 9.1164e-04 - acc: 1.000 - ETA: 3s - loss: 8.7659e-04 - acc: 1.000 - ETA: 3s - loss: 8.4412e-04 - acc: 1.000 - ETA: 3s - loss: 8.1398e-04 - acc: 1.000 - ETA: 3s - loss: 7.8592e-04 - acc: 1.000 - ETA: 3s - loss: 7.5972e-04 - acc: 1.000 - ETA: 3s - loss: 7.3522e-04 - acc: 1.000 - ETA: 2s - loss: 7.1225e-04 - acc: 1.000 - ETA: 2s - loss: 0.0068 - acc: 0.9996 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.9991Epoch 01720: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1722/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01721: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1723/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.8334e-04 - acc: 1.000 - ETA: 3s - loss: 7.4466e-04 - acc: 1.000 - ETA: 3s - loss: 7.0962e-04 - acc: 1.000 - ETA: 3s - loss: 6.7773e-04 - acc: 1.000 - ETA: 3s - loss: 6.4859e-04 - acc: 1.000 - ETA: 3s - loss: 6.2185e-04 - acc: 1.000 - ETA: 3s - loss: 5.9723e-04 - acc: 1.000 - ETA: 3s - loss: 5.7448e-04 - acc: 1.000 - ETA: 3s - loss: 5.5340e-04 - acc: 1.000 - ETA: 3s - loss: 5.3382e-04 - acc: 1.000 - ETA: 3s - loss: 5.1557e-04 - acc: 1.000 - ETA: 3s - loss: 4.9853e-04 - acc: 1.000 - ETA: 2s - loss: 4.8258e-04 - acc: 1.000 - ETA: 2s - loss: 4.6762e-04 - acc: 1.000 - ETA: 2s - loss: 4.5356e-04 - acc: 1.000 - ETA: 2s - loss: 0.0015 - acc: 0.9996 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01722: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1724/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01723: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1725/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.9552e-04 - acc: 1.000 - ETA: 4s - loss: 4.2541e-04 - acc: 1.000 - ETA: 4s - loss: 3.3090e-04 - acc: 1.000 - ETA: 4s - loss: 2.7076e-04 - acc: 1.000 - ETA: 4s - loss: 2.2912e-04 - acc: 1.000 - ETA: 4s - loss: 1.9859e-04 - acc: 1.000 - ETA: 4s - loss: 1.7524e-04 - acc: 1.000 - ETA: 4s - loss: 9.6010e-04 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 1.0000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.5287e-04 - acc: 1.000 - ETA: 3s - loss: 9.0401e-04 - acc: 1.000 - ETA: 3s - loss: 8.5991e-04 - acc: 1.000 - ETA: 3s - loss: 0.0102 - acc: 0.9994 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9989Epoch 01724: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1726/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9985Epoch 01725: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1727/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9944 - ETA: 4s - loss: 0.0079 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0433 - acc: 0.995 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.996 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01726: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1728/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.6487e-04 - acc: 0.999 - ETA: 3s - loss: 6.2688e-04 - acc: 0.999 - ETA: 3s - loss: 5.9301e-04 - acc: 0.999 - ETA: 3s - loss: 5.6260e-04 - acc: 0.999 - ETA: 3s - loss: 5.3516e-04 - acc: 0.999 - ETA: 3s - loss: 5.1028e-04 - acc: 0.999 - ETA: 3s - loss: 4.8760e-04 - acc: 0.999 - ETA: 3s - loss: 5.3922e-04 - acc: 0.999 - ETA: 3s - loss: 5.1721e-04 - acc: 0.999 - ETA: 3s - loss: 4.9694e-04 - acc: 0.999 - ETA: 3s - loss: 4.7819e-04 - acc: 0.999 - ETA: 3s - loss: 4.6080e-04 - acc: 0.999 - ETA: 3s - loss: 4.4464e-04 - acc: 0.999 - ETA: 3s - loss: 7.8087e-04 - acc: 0.999 - ETA: 3s - loss: 7.5527e-04 - acc: 0.999 - ETA: 3s - loss: 7.3129e-04 - acc: 0.999 - ETA: 2s - loss: 7.0880e-04 - acc: 0.999 - ETA: 2s - loss: 6.8764e-04 - acc: 0.999 - ETA: 2s - loss: 6.6771e-04 - acc: 0.999 - ETA: 2s - loss: 6.4891e-04 - acc: 0.999 - ETA: 2s - loss: 6.3113e-04 - acc: 0.999 - ETA: 2s - loss: 6.1431e-04 - acc: 0.999 - ETA: 2s - loss: 5.9835e-04 - acc: 0.999 - ETA: 2s - loss: 5.8321e-04 - acc: 0.999 - ETA: 2s - loss: 5.6881e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9991 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9986Epoch 01727: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1729/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.8094e-04 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.9985 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01728: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8323 Epoch 1730/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9971 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8656e-04 - acc: 0.998 - ETA: 4s - loss: 9.0604e-04 - acc: 0.999 - ETA: 4s - loss: 8.3767e-04 - acc: 0.999 - ETA: 3s - loss: 7.7889e-04 - acc: 0.999 - ETA: 3s - loss: 7.2782e-04 - acc: 0.999 - ETA: 3s - loss: 6.8304e-04 - acc: 0.999 - ETA: 3s - loss: 6.4345e-04 - acc: 0.999 - ETA: 3s - loss: 6.0820e-04 - acc: 0.999 - ETA: 3s - loss: 5.7661e-04 - acc: 0.999 - ETA: 3s - loss: 5.4814e-04 - acc: 0.999 - ETA: 3s - loss: 5.2235e-04 - acc: 0.999 - ETA: 3s - loss: 5.8430e-04 - acc: 0.999 - ETA: 3s - loss: 5.5918e-04 - acc: 0.999 - ETA: 3s - loss: 5.3612e-04 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.9985 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01729: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1731/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9962 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01730: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1732/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.2438e-04 - acc: 1.000 - ETA: 4s - loss: 2.7965e-04 - acc: 1.000 - ETA: 4s - loss: 2.4577e-04 - acc: 1.000 - ETA: 4s - loss: 2.1921e-04 - acc: 1.000 - ETA: 4s - loss: 1.9784e-04 - acc: 1.000 - ETA: 4s - loss: 1.8026e-04 - acc: 1.000 - ETA: 4s - loss: 1.6556e-04 - acc: 1.000 - ETA: 4s - loss: 9.1911e-04 - acc: 0.999 - ETA: 3s - loss: 8.5462e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9992 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7741e-04 - acc: 0.999 - ETA: 3s - loss: 9.4400e-04 - acc: 0.999 - ETA: 3s - loss: 9.1280e-04 - acc: 0.999 - ETA: 3s - loss: 8.8359e-04 - acc: 0.999 - ETA: 2s - loss: 8.5620e-04 - acc: 0.999 - ETA: 2s - loss: 8.3045e-04 - acc: 0.999 - ETA: 2s - loss: 8.0621e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9989 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01731: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1733/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.9840e-04 - acc: 1.000 - ETA: 4s - loss: 7.7450e-04 - acc: 1.000 - ETA: 4s - loss: 6.8063e-04 - acc: 1.000 - ETA: 4s - loss: 6.0707e-04 - acc: 1.000 - ETA: 4s - loss: 5.4785e-04 - acc: 1.000 - ETA: 4s - loss: 0.0184 - acc: 0.9989 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0308 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9988Epoch 01732: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0088 - acc: 0.9988 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 1734/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.4127e-04 - acc: 1.000 - ETA: 4s - loss: 6.7539e-04 - acc: 1.000 - ETA: 4s - loss: 6.2027e-04 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9991 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01733: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1735/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.4201e-04 - acc: 1.000 - ETA: 4s - loss: 8.4018e-04 - acc: 1.000 - ETA: 4s - loss: 7.5822e-04 - acc: 1.000 - ETA: 4s - loss: 6.9084e-04 - acc: 1.000 - ETA: 4s - loss: 6.3445e-04 - acc: 1.000 - ETA: 4s - loss: 5.8658e-04 - acc: 1.000 - ETA: 3s - loss: 5.4542e-04 - acc: 1.000 - ETA: 3s - loss: 5.0967e-04 - acc: 1.000 - ETA: 3s - loss: 4.7831e-04 - acc: 1.000 - ETA: 3s - loss: 4.5059e-04 - acc: 1.000 - ETA: 3s - loss: 4.2590e-04 - acc: 1.000 - ETA: 3s - loss: 4.0379e-04 - acc: 1.000 - ETA: 3s - loss: 3.8385e-04 - acc: 1.000 - ETA: 3s - loss: 3.6579e-04 - acc: 1.000 - ETA: 3s - loss: 3.4936e-04 - acc: 1.000 - ETA: 3s - loss: 6.4223e-04 - acc: 1.000 - ETA: 3s - loss: 6.1575e-04 - acc: 1.000 - ETA: 3s - loss: 5.9137e-04 - acc: 1.000 - ETA: 3s - loss: 5.6885e-04 - acc: 1.000 - ETA: 3s - loss: 5.4798e-04 - acc: 1.000 - ETA: 3s - loss: 8.3169e-04 - acc: 1.000 - ETA: 3s - loss: 8.0326e-04 - acc: 1.000 - ETA: 3s - loss: 7.7671e-04 - acc: 1.000 - ETA: 3s - loss: 7.5186e-04 - acc: 1.000 - ETA: 2s - loss: 7.2855e-04 - acc: 1.000 - ETA: 2s - loss: 7.0665e-04 - acc: 1.000 - ETA: 2s - loss: 7.5561e-04 - acc: 1.000 - ETA: 2s - loss: 7.3417e-04 - acc: 1.000 - ETA: 2s - loss: 7.1393e-04 - acc: 1.000 - ETA: 2s - loss: 6.9476e-04 - acc: 1.000 - ETA: 2s - loss: 6.7660e-04 - acc: 1.000 - ETA: 2s - loss: 6.5937e-04 - acc: 1.000 - ETA: 2s - loss: 6.4299e-04 - acc: 1.000 - ETA: 2s - loss: 0.0013 - acc: 0.9997 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9989Epoch 01734: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9990 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1736/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01735: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1737/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2625e-04 - acc: 0.999 - ETA: 4s - loss: 7.6390e-04 - acc: 0.999 - ETA: 3s - loss: 7.1030e-04 - acc: 0.999 - ETA: 3s - loss: 6.6373e-04 - acc: 0.999 - ETA: 3s - loss: 6.2290e-04 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.9986 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01736: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1738/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.0000 - ETA: 4s - loss: 0.0491 - acc: 0.997 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01737: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1739/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9944 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01738: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1740/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.996 - ETA: 3s - loss: 0.0288 - acc: 0.996 - ETA: 3s - loss: 0.0270 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01739: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1741/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1944e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9985 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01740: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1742/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9044e-04 - acc: 1.000 - ETA: 4s - loss: 7.9419e-04 - acc: 1.000 - ETA: 4s - loss: 7.1672e-04 - acc: 1.000 - ETA: 4s - loss: 6.5302e-04 - acc: 1.000 - ETA: 4s - loss: 5.9972e-04 - acc: 1.000 - ETA: 3s - loss: 5.5447e-04 - acc: 1.000 - ETA: 3s - loss: 0.0147 - acc: 0.9991 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01741: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1743/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9988 - ETA: 4s - loss: 9.2814e-04 - acc: 0.998 - ETA: 3s - loss: 8.5238e-04 - acc: 0.999 - ETA: 3s - loss: 7.8806e-04 - acc: 0.999 - ETA: 3s - loss: 7.3277e-04 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.9984 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01742: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1744/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9976 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01743: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1745/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0448 - acc: 0.9972 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01744: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1746/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.5988e-04 - acc: 1.000 - ETA: 4s - loss: 8.2750e-04 - acc: 1.000 - ETA: 4s - loss: 7.2721e-04 - acc: 1.000 - ETA: 4s - loss: 6.4861e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01745: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1747/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5691e-04 - acc: 0.998 - ETA: 4s - loss: 8.7187e-04 - acc: 0.998 - ETA: 4s - loss: 8.0070e-04 - acc: 0.999 - ETA: 4s - loss: 7.4028e-04 - acc: 0.999 - ETA: 3s - loss: 6.8834e-04 - acc: 0.999 - ETA: 3s - loss: 6.4321e-04 - acc: 0.999 - ETA: 3s - loss: 6.0364e-04 - acc: 0.999 - ETA: 3s - loss: 5.6865e-04 - acc: 0.999 - ETA: 3s - loss: 5.3750e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9987 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01746: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1748/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.2094e-04 - acc: 1.000 - ETA: 4s - loss: 8.2139e-04 - acc: 1.000 - ETA: 4s - loss: 7.4127e-04 - acc: 1.000 - ETA: 4s - loss: 6.7539e-04 - acc: 1.000 - ETA: 4s - loss: 6.2027e-04 - acc: 1.000 - ETA: 3s - loss: 5.7346e-04 - acc: 1.000 - ETA: 3s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01747: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1749/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.5396e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.999 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01748: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1750/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9980 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.5646e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9982 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 2s - loss: 0.0039 - acc: 0.997 - ETA: 2s - loss: 0.0038 - acc: 0.997 - ETA: 2s - loss: 0.0036 - acc: 0.997 - ETA: 2s - loss: 0.0035 - acc: 0.997 - ETA: 2s - loss: 0.0034 - acc: 0.997 - ETA: 2s - loss: 0.0033 - acc: 0.997 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01749: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1751/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9980 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01750: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5773 - val_acc: 0.8323 Epoch 1752/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0041 - acc: 1.0000 - ETA: 3s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0377 - acc: 0.997 - ETA: 4s - loss: 0.0319 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01751: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1753/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.9713e-04 - acc: 1.000 - ETA: 4s - loss: 6.4023e-04 - acc: 1.000 - ETA: 4s - loss: 5.9192e-04 - acc: 1.000 - ETA: 3s - loss: 5.5039e-04 - acc: 1.000 - ETA: 3s - loss: 5.1431e-04 - acc: 1.000 - ETA: 3s - loss: 4.8267e-04 - acc: 1.000 - ETA: 3s - loss: 4.5469e-04 - acc: 1.000 - ETA: 3s - loss: 4.2979e-04 - acc: 1.000 - ETA: 3s - loss: 4.0747e-04 - acc: 1.000 - ETA: 3s - loss: 3.8735e-04 - acc: 1.000 - ETA: 3s - loss: 3.6913e-04 - acc: 1.000 - ETA: 3s - loss: 7.6867e-04 - acc: 0.999 - ETA: 3s - loss: 7.3562e-04 - acc: 0.999 - ETA: 3s - loss: 7.0529e-04 - acc: 0.999 - ETA: 3s - loss: 6.7736e-04 - acc: 0.999 - ETA: 3s - loss: 6.5156e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9991 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01752: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1754/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 3s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01753: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1755/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9900 - ETA: 4s - loss: 0.0938 - acc: 0.988 - ETA: 4s - loss: 0.0649 - acc: 0.992 - ETA: 4s - loss: 0.0496 - acc: 0.994 - ETA: 4s - loss: 0.0402 - acc: 0.995 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01754: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1756/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 1.0000 - ETA: 4s - loss: 0.0037 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01755: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1757/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0071 - acc: 0.995 - ETA: 4s - loss: 0.0063 - acc: 0.995 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 3s - loss: 0.0048 - acc: 0.996 - ETA: 3s - loss: 0.0044 - acc: 0.997 - ETA: 3s - loss: 0.0041 - acc: 0.997 - ETA: 3s - loss: 0.0038 - acc: 0.997 - ETA: 3s - loss: 0.0042 - acc: 0.996 - ETA: 3s - loss: 0.0040 - acc: 0.997 - ETA: 3s - loss: 0.0037 - acc: 0.997 - ETA: 3s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01756: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1758/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6892e-04 - acc: 1.000 - ETA: 4s - loss: 8.6418e-04 - acc: 1.000 - ETA: 4s - loss: 7.7988e-04 - acc: 1.000 - ETA: 4s - loss: 0.0186 - acc: 0.9989 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01757: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1759/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01758: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1760/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0046 - acc: 0.994 - ETA: 4s - loss: 0.0037 - acc: 0.995 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01759: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1761/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9962 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.995 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.997 - ETA: 3s - loss: 0.0019 - acc: 0.997 - ETA: 3s - loss: 0.0018 - acc: 0.997 - ETA: 3s - loss: 0.0017 - acc: 0.997 - ETA: 3s - loss: 0.0016 - acc: 0.997 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7868e-04 - acc: 0.999 - ETA: 2s - loss: 9.5374e-04 - acc: 0.999 - ETA: 2s - loss: 9.3005e-04 - acc: 0.999 - ETA: 2s - loss: 9.0751e-04 - acc: 0.999 - ETA: 2s - loss: 8.8603e-04 - acc: 0.999 - ETA: 2s - loss: 8.6555e-04 - acc: 0.999 - ETA: 2s - loss: 8.4599e-04 - acc: 0.999 - ETA: 2s - loss: 8.2730e-04 - acc: 0.999 - ETA: 2s - loss: 8.0941e-04 - acc: 0.999 - ETA: 2s - loss: 7.9228e-04 - acc: 0.999 - ETA: 2s - loss: 7.7587e-04 - acc: 0.999 - ETA: 1s - loss: 7.6011e-04 - acc: 0.999 - ETA: 1s - loss: 7.4499e-04 - acc: 0.999 - ETA: 1s - loss: 7.3046e-04 - acc: 0.999 - ETA: 1s - loss: 7.1648e-04 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.9991 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0015 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0014 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01760: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1762/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01761: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1763/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0078 - acc: 0.9900 - ETA: 4s - loss: 0.0043 - acc: 0.994 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5221e-04 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01762: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1764/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9972 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2963e-04 - acc: 0.998 - ETA: 4s - loss: 8.4881e-04 - acc: 0.998 - ETA: 3s - loss: 7.8091e-04 - acc: 0.999 - ETA: 3s - loss: 7.2308e-04 - acc: 0.999 - ETA: 3s - loss: 6.7322e-04 - acc: 0.999 - ETA: 3s - loss: 6.2979e-04 - acc: 0.999 - ETA: 3s - loss: 5.9163e-04 - acc: 0.999 - ETA: 3s - loss: 5.5783e-04 - acc: 0.999 - ETA: 3s - loss: 5.2768e-04 - acc: 0.999 - ETA: 3s - loss: 5.0063e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9982 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.8308e-04 - acc: 0.998 - ETA: 2s - loss: 9.5188e-04 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.9988 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01763: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1765/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01764: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1766/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01765: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1767/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3731e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01766: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1768/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0167e-04 - acc: 1.000 - ETA: 4s - loss: 8.0677e-04 - acc: 1.000 - ETA: 4s - loss: 7.2994e-04 - acc: 1.000 - ETA: 3s - loss: 6.6648e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9990 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01767: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1769/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9962 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9989Epoch 01768: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1770/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01769: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1771/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 7.8042e-04 - acc: 1.000 - ETA: 3s - loss: 7.1257e-04 - acc: 1.000 - ETA: 3s - loss: 6.5557e-04 - acc: 1.000 - ETA: 3s - loss: 6.0702e-04 - acc: 1.000 - ETA: 3s - loss: 5.6516e-04 - acc: 1.000 - ETA: 3s - loss: 9.4232e-04 - acc: 1.000 - ETA: 3s - loss: 8.8521e-04 - acc: 1.000 - ETA: 3s - loss: 8.3464e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.0000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.9338e-04 - acc: 1.000 - ETA: 3s - loss: 9.4923e-04 - acc: 1.000 - ETA: 3s - loss: 9.0885e-04 - acc: 1.000 - ETA: 3s - loss: 8.7176e-04 - acc: 1.000 - ETA: 3s - loss: 8.3757e-04 - acc: 1.000 - ETA: 3s - loss: 8.0597e-04 - acc: 1.000 - ETA: 3s - loss: 7.7667e-04 - acc: 1.000 - ETA: 3s - loss: 7.4942e-04 - acc: 1.000 - ETA: 3s - loss: 7.2402e-04 - acc: 1.000 - ETA: 2s - loss: 7.0029e-04 - acc: 1.000 - ETA: 2s - loss: 6.7806e-04 - acc: 1.000 - ETA: 2s - loss: 6.5720e-04 - acc: 1.000 - ETA: 2s - loss: 6.3758e-04 - acc: 1.000 - ETA: 2s - loss: 6.1911e-04 - acc: 1.000 - ETA: 2s - loss: 6.0167e-04 - acc: 1.000 - ETA: 2s - loss: 5.8519e-04 - acc: 1.000 - ETA: 2s - loss: 5.6959e-04 - acc: 1.000 - ETA: 2s - loss: 5.5480e-04 - acc: 1.000 - ETA: 2s - loss: 5.4075e-04 - acc: 1.000 - ETA: 2s - loss: 5.2741e-04 - acc: 1.000 - ETA: 2s - loss: 5.1470e-04 - acc: 1.000 - ETA: 2s - loss: 5.0259e-04 - acc: 1.000 - ETA: 2s - loss: 4.9104e-04 - acc: 1.000 - ETA: 2s - loss: 4.8001e-04 - acc: 1.000 - ETA: 2s - loss: 4.6946e-04 - acc: 1.000 - ETA: 2s - loss: 4.5937e-04 - acc: 1.000 - ETA: 2s - loss: 4.4970e-04 - acc: 1.000 - ETA: 1s - loss: 4.4043e-04 - acc: 1.000 - ETA: 1s - loss: 4.3154e-04 - acc: 1.000 - ETA: 1s - loss: 4.2299e-04 - acc: 1.000 - ETA: 1s - loss: 0.0043 - acc: 0.9998 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01770: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1772/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2980e-04 - acc: 0.999 - ETA: 4s - loss: 7.6718e-04 - acc: 0.999 - ETA: 3s - loss: 7.1335e-04 - acc: 0.999 - ETA: 3s - loss: 6.6658e-04 - acc: 0.999 - ETA: 3s - loss: 6.3534e-04 - acc: 0.999 - ETA: 3s - loss: 5.8931e-04 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.9986 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01771: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1773/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.1888e-04 - acc: 0.999 - ETA: 3s - loss: 4.0026e-04 - acc: 0.999 - ETA: 3s - loss: 8.1558e-04 - acc: 0.998 - ETA: 3s - loss: 7.8229e-04 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.9985 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 01772: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1774/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.4987e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9990 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01773: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1775/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 3s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01774: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1776/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9986 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8735e-04 - acc: 0.999 - ETA: 3s - loss: 9.4298e-04 - acc: 0.999 - ETA: 3s - loss: 9.0243e-04 - acc: 0.999 - ETA: 3s - loss: 8.6522e-04 - acc: 0.999 - ETA: 3s - loss: 8.3096e-04 - acc: 0.999 - ETA: 3s - loss: 7.9931e-04 - acc: 0.999 - ETA: 3s - loss: 7.6998e-04 - acc: 0.999 - ETA: 3s - loss: 7.4273e-04 - acc: 0.999 - ETA: 3s - loss: 7.1734e-04 - acc: 0.999 - ETA: 3s - loss: 9.6606e-04 - acc: 0.999 - ETA: 3s - loss: 9.3515e-04 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.9992 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01775: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1777/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 3s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01776: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1778/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01777: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1779/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9142e-04 - acc: 1.000 - ETA: 4s - loss: 7.2109e-04 - acc: 1.000 - ETA: 3s - loss: 6.6223e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7396e-04 - acc: 0.999 - ETA: 3s - loss: 9.2337e-04 - acc: 0.999 - ETA: 3s - loss: 8.7778e-04 - acc: 0.999 - ETA: 3s - loss: 8.3648e-04 - acc: 0.999 - ETA: 3s - loss: 7.9889e-04 - acc: 0.999 - ETA: 3s - loss: 7.6454e-04 - acc: 0.999 - ETA: 3s - loss: 7.3301e-04 - acc: 0.999 - ETA: 3s - loss: 7.0399e-04 - acc: 0.999 - ETA: 3s - loss: 6.7717e-04 - acc: 0.999 - ETA: 3s - loss: 6.5233e-04 - acc: 0.999 - ETA: 3s - loss: 6.2924e-04 - acc: 0.999 - ETA: 3s - loss: 6.0773e-04 - acc: 0.999 - ETA: 3s - loss: 5.8765e-04 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.9992 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01778: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1780/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0060 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.1467e-04 - acc: 1.000 - ETA: 4s - loss: 8.1580e-04 - acc: 1.000 - ETA: 4s - loss: 7.3622e-04 - acc: 1.000 - ETA: 4s - loss: 6.7079e-04 - acc: 1.000 - ETA: 4s - loss: 6.1604e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.0000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6685e-04 - acc: 1.000 - ETA: 3s - loss: 9.1081e-04 - acc: 1.000 - ETA: 3s - loss: 8.6091e-04 - acc: 1.000 - ETA: 3s - loss: 8.1619e-04 - acc: 1.000 - ETA: 3s - loss: 7.7589e-04 - acc: 1.000 - ETA: 3s - loss: 7.3938e-04 - acc: 1.000 - ETA: 3s - loss: 7.0616e-04 - acc: 1.000 - ETA: 3s - loss: 6.7579e-04 - acc: 1.000 - ETA: 3s - loss: 6.4793e-04 - acc: 1.000 - ETA: 3s - loss: 6.2227e-04 - acc: 1.000 - ETA: 3s - loss: 5.9857e-04 - acc: 1.000 - ETA: 3s - loss: 5.7661e-04 - acc: 1.000 - ETA: 3s - loss: 5.5620e-04 - acc: 1.000 - ETA: 3s - loss: 5.3719e-04 - acc: 1.000 - ETA: 3s - loss: 5.1944e-04 - acc: 1.000 - ETA: 2s - loss: 5.0282e-04 - acc: 1.000 - ETA: 2s - loss: 4.8723e-04 - acc: 1.000 - ETA: 2s - loss: 4.7258e-04 - acc: 1.000 - ETA: 2s - loss: 4.5879e-04 - acc: 1.000 - ETA: 2s - loss: 4.4578e-04 - acc: 1.000 - ETA: 2s - loss: 0.0014 - acc: 0.9993 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01779: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1781/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01780: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1782/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9976 - ETA: 4s - loss: 0.0080 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01781: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1783/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9964 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01782: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1784/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0359 - acc: 0.950 - ETA: 3s - loss: 0.0072 - acc: 0.990 - ETA: 4s - loss: 0.0040 - acc: 0.994 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7000e-04 - acc: 0.998 - ETA: 4s - loss: 8.7538e-04 - acc: 0.998 - ETA: 4s - loss: 7.9758e-04 - acc: 0.998 - ETA: 4s - loss: 7.3248e-04 - acc: 0.999 - ETA: 3s - loss: 6.7720e-04 - acc: 0.999 - ETA: 3s - loss: 6.2969e-04 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.9984 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01783: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1785/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01784: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1786/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4578e-04 - acc: 1.000 - ETA: 4s - loss: 8.4354e-04 - acc: 1.000 - ETA: 4s - loss: 7.6126e-04 - acc: 1.000 - ETA: 4s - loss: 6.9360e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9990 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8976e-04 - acc: 0.999 - ETA: 3s - loss: 9.3835e-04 - acc: 0.999 - ETA: 3s - loss: 8.9202e-04 - acc: 0.999 - ETA: 3s - loss: 8.5005e-04 - acc: 0.999 - ETA: 3s - loss: 8.1185e-04 - acc: 0.999 - ETA: 3s - loss: 7.7693e-04 - acc: 0.999 - ETA: 3s - loss: 7.4490e-04 - acc: 0.999 - ETA: 3s - loss: 7.1540e-04 - acc: 0.999 - ETA: 3s - loss: 6.8815e-04 - acc: 0.999 - ETA: 3s - loss: 6.6291e-04 - acc: 0.999 - ETA: 3s - loss: 6.3944e-04 - acc: 0.999 - ETA: 3s - loss: 6.1759e-04 - acc: 0.999 - ETA: 3s - loss: 5.9717e-04 - acc: 0.999 - ETA: 3s - loss: 5.7807e-04 - acc: 0.999 - ETA: 2s - loss: 5.6015e-04 - acc: 0.999 - ETA: 2s - loss: 5.4331e-04 - acc: 0.999 - ETA: 2s - loss: 5.2745e-04 - acc: 0.999 - ETA: 2s - loss: 5.1249e-04 - acc: 0.999 - ETA: 2s - loss: 4.9835e-04 - acc: 0.999 - ETA: 2s - loss: 4.8498e-04 - acc: 0.999 - ETA: 2s - loss: 4.7230e-04 - acc: 0.999 - ETA: 2s - loss: 4.6027e-04 - acc: 0.999 - ETA: 2s - loss: 6.5174e-04 - acc: 0.999 - ETA: 2s - loss: 6.3595e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9994 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01785: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1787/2000 6600/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0205 - acc: 0.9988 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01786: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1788/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9976 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.9988Epoch 01787: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1789/2000 6620/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01788: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1790/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2135e-04 - acc: 1.000 - ETA: 4s - loss: 8.2176e-04 - acc: 1.000 - ETA: 4s - loss: 7.4160e-04 - acc: 1.000 - ETA: 3s - loss: 6.7569e-04 - acc: 1.000 - ETA: 3s - loss: 6.2054e-04 - acc: 1.000 - ETA: 3s - loss: 0.0158 - acc: 0.9991 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01789: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1791/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9964 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01790: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1792/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.1060e-04 - acc: 0.999 - ETA: 3s - loss: 5.7360e-04 - acc: 0.999 - ETA: 3s - loss: 5.4083e-04 - acc: 0.999 - ETA: 3s - loss: 5.1160e-04 - acc: 0.999 - ETA: 3s - loss: 4.8537e-04 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.9988 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01791: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1793/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9971 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01792: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1794/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9962 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5881e-04 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.9976 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01793: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1795/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01794: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5800 - val_acc: 0.8323 Epoch 1796/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01795: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1797/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01796: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1798/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9971 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01797: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5805 - val_acc: 0.8323 Epoch 1799/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0492 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0657 - acc: 0.996 - ETA: 4s - loss: 0.0566 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.997 - ETA: 4s - loss: 0.0444 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0365 - acc: 0.997 - ETA: 3s - loss: 0.0335 - acc: 0.998 - ETA: 3s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 01798: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1800/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9944 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.2892e-04 - acc: 0.998 - ETA: 4s - loss: 8.5310e-04 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.9981 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01799: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1801/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01800: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1802/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01801: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1803/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0343e-04 - acc: 1.000 - ETA: 4s - loss: 8.0578e-04 - acc: 1.000 - ETA: 4s - loss: 7.2718e-04 - acc: 1.000 - ETA: 4s - loss: 6.6255e-04 - acc: 1.000 - ETA: 4s - loss: 6.0847e-04 - acc: 1.000 - ETA: 4s - loss: 5.6256e-04 - acc: 1.000 - ETA: 4s - loss: 5.2309e-04 - acc: 1.000 - ETA: 3s - loss: 4.8880e-04 - acc: 1.000 - ETA: 3s - loss: 4.5873e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9993 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01802: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1804/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.6073e-04 - acc: 0.998 - ETA: 4s - loss: 8.6701e-04 - acc: 0.998 - ETA: 4s - loss: 7.8995e-04 - acc: 0.998 - ETA: 3s - loss: 7.2547e-04 - acc: 0.999 - ETA: 3s - loss: 6.7073e-04 - acc: 0.999 - ETA: 3s - loss: 6.2367e-04 - acc: 0.999 - ETA: 3s - loss: 5.8278e-04 - acc: 0.999 - ETA: 3s - loss: 5.4693e-04 - acc: 0.999 - ETA: 3s - loss: 5.1523e-04 - acc: 0.999 - ETA: 3s - loss: 4.8700e-04 - acc: 0.999 - ETA: 3s - loss: 4.6171e-04 - acc: 0.999 - ETA: 3s - loss: 4.3891e-04 - acc: 0.999 - ETA: 3s - loss: 4.1827e-04 - acc: 0.999 - ETA: 3s - loss: 3.9947e-04 - acc: 0.999 - ETA: 3s - loss: 3.8230e-04 - acc: 0.999 - ETA: 3s - loss: 3.6654e-04 - acc: 0.999 - ETA: 3s - loss: 3.5202e-04 - acc: 0.999 - ETA: 3s - loss: 3.3862e-04 - acc: 0.999 - ETA: 3s - loss: 3.2620e-04 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.9991 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01803: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1805/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01804: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1806/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9989 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.3799e-04 - acc: 0.999 - ETA: 3s - loss: 8.7217e-04 - acc: 0.999 - ETA: 3s - loss: 8.1499e-04 - acc: 0.999 - ETA: 3s - loss: 7.6484e-04 - acc: 0.999 - ETA: 3s - loss: 7.2051e-04 - acc: 0.999 - ETA: 3s - loss: 6.8104e-04 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.9987 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01805: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1807/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.999 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01806: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1808/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9944 - ETA: 4s - loss: 0.0064 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01807: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1809/2000 6660/6680 [============================>.] - ETA: 5s - loss: 0.0355 - acc: 0.950 - ETA: 5s - loss: 0.0071 - acc: 0.990 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6039e-04 - acc: 0.998 - ETA: 4s - loss: 8.6670e-04 - acc: 0.998 - ETA: 4s - loss: 7.8967e-04 - acc: 0.998 - ETA: 4s - loss: 7.2522e-04 - acc: 0.999 - ETA: 4s - loss: 6.7050e-04 - acc: 0.999 - ETA: 3s - loss: 6.2345e-04 - acc: 0.999 - ETA: 3s - loss: 5.8258e-04 - acc: 0.999 - ETA: 3s - loss: 5.4673e-04 - acc: 0.999 - ETA: 3s - loss: 5.1505e-04 - acc: 0.999 - ETA: 3s - loss: 4.8683e-04 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.9987 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01808: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1810/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9986 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9308e-04 - acc: 0.999 - ETA: 4s - loss: 9.1814e-04 - acc: 0.999 - ETA: 3s - loss: 8.5371e-04 - acc: 0.999 - ETA: 3s - loss: 7.9774e-04 - acc: 0.999 - ETA: 3s - loss: 7.4866e-04 - acc: 0.999 - ETA: 3s - loss: 7.0526e-04 - acc: 0.999 - ETA: 3s - loss: 6.6663e-04 - acc: 0.999 - ETA: 3s - loss: 6.3200e-04 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.9988 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01809: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1811/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9985 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01810: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1812/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01811: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1813/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01812: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1814/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9971 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01813: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1815/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.5242e-04 - acc: 0.999 - ETA: 3s - loss: 7.2670e-04 - acc: 0.999 - ETA: 3s - loss: 9.3324e-04 - acc: 0.999 - ETA: 3s - loss: 9.0338e-04 - acc: 0.999 - ETA: 2s - loss: 8.7537e-04 - acc: 0.999 - ETA: 2s - loss: 8.4905e-04 - acc: 0.999 - ETA: 2s - loss: 8.2426e-04 - acc: 0.999 - ETA: 2s - loss: 8.0088e-04 - acc: 0.999 - ETA: 2s - loss: 7.7879e-04 - acc: 0.999 - ETA: 2s - loss: 7.5789e-04 - acc: 0.999 - ETA: 2s - loss: 7.3808e-04 - acc: 0.999 - ETA: 2s - loss: 7.1928e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9991 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01814: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1816/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.8415e-04 - acc: 1.000 - ETA: 3s - loss: 3.6339e-04 - acc: 1.000 - ETA: 3s - loss: 3.4476e-04 - acc: 1.000 - ETA: 3s - loss: 3.2795e-04 - acc: 1.000 - ETA: 3s - loss: 3.1270e-04 - acc: 1.000 - ETA: 3s - loss: 2.9881e-04 - acc: 1.000 - ETA: 3s - loss: 2.8610e-04 - acc: 1.000 - ETA: 3s - loss: 2.7442e-04 - acc: 1.000 - ETA: 3s - loss: 2.6367e-04 - acc: 1.000 - ETA: 3s - loss: 2.5372e-04 - acc: 1.000 - ETA: 3s - loss: 2.4450e-04 - acc: 1.000 - ETA: 3s - loss: 2.3593e-04 - acc: 1.000 - ETA: 3s - loss: 2.2793e-04 - acc: 1.000 - ETA: 3s - loss: 2.2046e-04 - acc: 1.000 - ETA: 2s - loss: 2.1347e-04 - acc: 1.000 - ETA: 2s - loss: 2.0690e-04 - acc: 1.000 - ETA: 2s - loss: 2.0073e-04 - acc: 1.000 - ETA: 2s - loss: 5.5229e-04 - acc: 0.999 - ETA: 2s - loss: 5.3673e-04 - acc: 0.999 - ETA: 2s - loss: 5.2203e-04 - acc: 0.999 - ETA: 2s - loss: 5.0811e-04 - acc: 0.999 - ETA: 2s - loss: 4.9492e-04 - acc: 0.999 - ETA: 2s - loss: 4.8239e-04 - acc: 0.999 - ETA: 2s - loss: 4.7341e-04 - acc: 0.999 - ETA: 2s - loss: 6.3126e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9994 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01815: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1817/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.1415e-04 - acc: 1.000 - ETA: 3s - loss: 3.0064e-04 - acc: 1.000 - ETA: 3s - loss: 2.8825e-04 - acc: 1.000 - ETA: 3s - loss: 2.7684e-04 - acc: 1.000 - ETA: 3s - loss: 2.6630e-04 - acc: 1.000 - ETA: 3s - loss: 2.5653e-04 - acc: 1.000 - ETA: 3s - loss: 2.4745e-04 - acc: 1.000 - ETA: 3s - loss: 2.3900e-04 - acc: 1.000 - ETA: 3s - loss: 2.3110e-04 - acc: 1.000 - ETA: 2s - loss: 2.2371e-04 - acc: 1.000 - ETA: 2s - loss: 2.1678e-04 - acc: 1.000 - ETA: 2s - loss: 2.1026e-04 - acc: 1.000 - ETA: 2s - loss: 2.0412e-04 - acc: 1.000 - ETA: 2s - loss: 1.9834e-04 - acc: 1.000 - ETA: 2s - loss: 1.9287e-04 - acc: 1.000 - ETA: 2s - loss: 1.8769e-04 - acc: 1.000 - ETA: 2s - loss: 1.8279e-04 - acc: 1.000 - ETA: 2s - loss: 1.7814e-04 - acc: 1.000 - ETA: 2s - loss: 4.9625e-04 - acc: 0.999 - ETA: 2s - loss: 4.8422e-04 - acc: 0.999 - ETA: 2s - loss: 4.7276e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9994 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01816: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1818/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.8299e-04 - acc: 1.000 - ETA: 3s - loss: 3.6310e-04 - acc: 1.000 - ETA: 3s - loss: 3.4518e-04 - acc: 1.000 - ETA: 3s - loss: 3.2894e-04 - acc: 1.000 - ETA: 3s - loss: 3.1416e-04 - acc: 1.000 - ETA: 3s - loss: 3.0065e-04 - acc: 1.000 - ETA: 3s - loss: 2.8826e-04 - acc: 1.000 - ETA: 3s - loss: 2.7685e-04 - acc: 1.000 - ETA: 3s - loss: 2.6631e-04 - acc: 1.000 - ETA: 3s - loss: 2.5654e-04 - acc: 1.000 - ETA: 3s - loss: 2.4746e-04 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9991 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01817: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1819/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9986 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01818: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1820/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.6575e-04 - acc: 0.999 - ETA: 3s - loss: 6.2716e-04 - acc: 0.999 - ETA: 3s - loss: 5.9281e-04 - acc: 0.999 - ETA: 3s - loss: 5.6202e-04 - acc: 0.999 - ETA: 3s - loss: 5.3427e-04 - acc: 0.999 - ETA: 3s - loss: 5.0913e-04 - acc: 0.999 - ETA: 3s - loss: 4.8626e-04 - acc: 0.999 - ETA: 3s - loss: 4.6535e-04 - acc: 0.999 - ETA: 3s - loss: 4.4616e-04 - acc: 0.999 - ETA: 3s - loss: 4.2850e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9990 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8401e-04 - acc: 0.999 - ETA: 2s - loss: 9.6016e-04 - acc: 0.999 - ETA: 2s - loss: 9.3744e-04 - acc: 0.999 - ETA: 2s - loss: 9.1577e-04 - acc: 0.999 - ETA: 2s - loss: 8.9507e-04 - acc: 0.999 - ETA: 2s - loss: 8.7529e-04 - acc: 0.999 - ETA: 2s - loss: 8.5637e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9992 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01819: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1821/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.6349e-04 - acc: 0.999 - ETA: 3s - loss: 4.4438e-04 - acc: 0.999 - ETA: 3s - loss: 4.2678e-04 - acc: 0.999 - ETA: 3s - loss: 4.1053e-04 - acc: 0.999 - ETA: 3s - loss: 3.9547e-04 - acc: 0.999 - ETA: 3s - loss: 3.8147e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9991 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8399e-04 - acc: 0.999 - ETA: 2s - loss: 9.5440e-04 - acc: 0.999 - ETA: 2s - loss: 9.2654e-04 - acc: 0.999 - ETA: 2s - loss: 9.0026e-04 - acc: 0.999 - ETA: 2s - loss: 8.7543e-04 - acc: 0.999 - ETA: 2s - loss: 8.5193e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9990 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9993e-04 - acc: 0.999 - ETA: 2s - loss: 9.7784e-04 - acc: 0.999 - ETA: 2s - loss: 9.5670e-04 - acc: 0.999 - ETA: 2s - loss: 9.3645e-04 - acc: 0.999 - ETA: 2s - loss: 9.1705e-04 - acc: 0.999 - ETA: 1s - loss: 8.9843e-04 - acc: 0.999 - ETA: 1s - loss: 8.8055e-04 - acc: 0.999 - ETA: 1s - loss: 8.6337e-04 - acc: 0.999 - ETA: 1s - loss: 8.4685e-04 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.9991 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.8831e-04 - acc: 0.999 - ETA: 1s - loss: 9.7134e-04 - acc: 0.999 - ETA: 1s - loss: 9.5495e-04 - acc: 0.999 - ETA: 1s - loss: 9.3910e-04 - acc: 0.999 - ETA: 1s - loss: 9.2377e-04 - acc: 0.999 - ETA: 1s - loss: 9.0894e-04 - acc: 0.999 - ETA: 1s - loss: 8.9457e-04 - acc: 0.999 - ETA: 1s - loss: 8.8065e-04 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.9990 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0039 - acc: 0.998 - ETA: 0s - loss: 0.0039 - acc: 0.998 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01820: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1822/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01821: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1823/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3470e-04 - acc: 1.000 - ETA: 4s - loss: 8.0579e-04 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9985 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01822: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1824/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9983 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01823: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1825/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9900 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0647 - acc: 0.992 - ETA: 4s - loss: 0.0495 - acc: 0.994 - ETA: 4s - loss: 0.0401 - acc: 0.995 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01824: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1826/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0313 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01825: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1827/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.2927e-04 - acc: 0.999 - ETA: 3s - loss: 5.9658e-04 - acc: 0.999 - ETA: 3s - loss: 5.6713e-04 - acc: 0.999 - ETA: 3s - loss: 5.4044e-04 - acc: 0.999 - ETA: 3s - loss: 9.1665e-04 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.9978 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01826: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8323 Epoch 1828/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01827: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1829/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9981 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01828: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8323 Epoch 1830/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0103 - acc: 0.9994 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01829: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5769 - val_acc: 0.8323 Epoch 1831/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.6803e-04 - acc: 1.000 - ETA: 3s - loss: 5.3139e-04 - acc: 1.000 - ETA: 3s - loss: 0.0127 - acc: 0.9992 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01830: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1832/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9962 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0379 - acc: 0.995 - ETA: 3s - loss: 0.0348 - acc: 0.995 - ETA: 3s - loss: 0.0330 - acc: 0.995 - ETA: 3s - loss: 0.0307 - acc: 0.995 - ETA: 3s - loss: 0.0287 - acc: 0.995 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0240 - acc: 0.996 - ETA: 3s - loss: 0.0227 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0189 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01831: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5772 - val_acc: 0.8323 Epoch 1833/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9971 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01832: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1834/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9980 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01833: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1835/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.9701e-04 - acc: 1.000 - ETA: 4s - loss: 7.2617e-04 - acc: 1.000 - ETA: 4s - loss: 0.0178 - acc: 0.9990 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01834: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1836/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01835: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1837/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2731e-04 - acc: 1.000 - ETA: 4s - loss: 0.0205 - acc: 0.9988 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01836: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1838/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9980 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01837: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1839/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9989Epoch 01838: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1840/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9980 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01839: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8323 Epoch 1841/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.0608e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9994 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01840: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1842/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01841: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1843/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01842: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1844/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01843: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1845/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4827e-04 - acc: 0.999 - ETA: 3s - loss: 9.0145e-04 - acc: 0.999 - ETA: 3s - loss: 8.6926e-04 - acc: 0.999 - ETA: 3s - loss: 8.2975e-04 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.9989 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01844: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1846/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0576 - acc: 0.9964 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01845: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1847/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0467 - acc: 0.9944 - ETA: 4s - loss: 0.0382 - acc: 0.995 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01846: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1848/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01847: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1849/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0121 - acc: 0.9986 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01848: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1850/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0031 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0381 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01849: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1851/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1612 - acc: 0.9900 - ETA: 3s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01850: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1852/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9976 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01851: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1853/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.7832e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9988 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01852: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1854/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9900 - ETA: 3s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.994 - ETA: 4s - loss: 0.0402 - acc: 0.995 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.995 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01853: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5800 - val_acc: 0.8323 Epoch 1855/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.0000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01854: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1856/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01855: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1857/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0061 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0318 - acc: 0.998 - ETA: 3s - loss: 0.0302 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 01856: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9990 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1858/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 2s - loss: 2.5853e-04 - acc: 0.999 - ETA: 2s - loss: 2.5140e-04 - acc: 0.999 - ETA: 2s - loss: 2.4465e-04 - acc: 0.999 - ETA: 2s - loss: 2.3826e-04 - acc: 0.999 - ETA: 2s - loss: 2.3219e-04 - acc: 0.999 - ETA: 2s - loss: 2.2643e-04 - acc: 0.999 - ETA: 2s - loss: 2.2094e-04 - acc: 0.999 - ETA: 2s - loss: 2.1571e-04 - acc: 0.999 - ETA: 2s - loss: 2.1073e-04 - acc: 0.999 - ETA: 2s - loss: 2.0597e-04 - acc: 0.999 - ETA: 2s - loss: 2.0142e-04 - acc: 0.999 - ETA: 2s - loss: 1.9707e-04 - acc: 0.999 - ETA: 2s - loss: 1.9290e-04 - acc: 0.999 - ETA: 2s - loss: 1.8890e-04 - acc: 0.999 - ETA: 1s - loss: 1.8507e-04 - acc: 0.999 - ETA: 1s - loss: 1.8139e-04 - acc: 0.999 - ETA: 1s - loss: 3.6323e-04 - acc: 0.999 - ETA: 1s - loss: 3.5628e-04 - acc: 0.999 - ETA: 1s - loss: 3.4959e-04 - acc: 0.999 - ETA: 1s - loss: 3.4315e-04 - acc: 0.999 - ETA: 1s - loss: 3.3694e-04 - acc: 0.999 - ETA: 1s - loss: 3.3392e-04 - acc: 0.999 - ETA: 1s - loss: 5.2467e-04 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.9991 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01857: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1859/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01858: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1860/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.4428e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.5127e-04 - acc: 1.000 - ETA: 3s - loss: 8.9613e-04 - acc: 1.000 - ETA: 3s - loss: 8.4704e-04 - acc: 1.000 - ETA: 3s - loss: 8.0304e-04 - acc: 1.000 - ETA: 3s - loss: 7.6339e-04 - acc: 1.000 - ETA: 3s - loss: 0.0025 - acc: 0.9994 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01859: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1861/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0096 - acc: 0.9900 - ETA: 4s - loss: 0.0053 - acc: 0.994 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7519e-04 - acc: 0.999 - ETA: 4s - loss: 9.0160e-04 - acc: 0.999 - ETA: 3s - loss: 8.3834e-04 - acc: 0.999 - ETA: 3s - loss: 7.8338e-04 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.9985 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01860: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1862/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0070 - acc: 0.994 - ETA: 4s - loss: 0.0094 - acc: 0.992 - ETA: 4s - loss: 0.0079 - acc: 0.994 - ETA: 4s - loss: 0.0115 - acc: 0.993 - ETA: 4s - loss: 0.0101 - acc: 0.993 - ETA: 4s - loss: 0.0090 - acc: 0.994 - ETA: 4s - loss: 0.0091 - acc: 0.995 - ETA: 4s - loss: 0.0083 - acc: 0.995 - ETA: 4s - loss: 0.0076 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 3s - loss: 0.0065 - acc: 0.996 - ETA: 3s - loss: 0.0061 - acc: 0.996 - ETA: 3s - loss: 0.0057 - acc: 0.996 - ETA: 3s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.996 - ETA: 3s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0056 - acc: 0.997 - ETA: 3s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01861: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1863/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0033 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4827e-04 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.9981 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01862: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1864/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9944 - ETA: 4s - loss: 0.0028 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01863: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1865/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0279 - acc: 0.9983 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.996 - ETA: 3s - loss: 0.0365 - acc: 0.996 - ETA: 3s - loss: 0.0336 - acc: 0.997 - ETA: 3s - loss: 0.0311 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01864: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1866/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9944 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01865: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1867/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9983 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01866: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1868/2000 6660/6680 [============================>.] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.4234e-04 - acc: 1.000 - ETA: 4s - loss: 0.0226 - acc: 0.9986 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01867: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1869/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.3798e-04 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01868: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1870/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6320e-04 - acc: 1.000 - ETA: 4s - loss: 8.5908e-04 - acc: 1.000 - ETA: 4s - loss: 7.7528e-04 - acc: 1.000 - ETA: 4s - loss: 7.0638e-04 - acc: 1.000 - ETA: 4s - loss: 6.4872e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7283e-04 - acc: 0.999 - ETA: 3s - loss: 9.1953e-04 - acc: 0.999 - ETA: 3s - loss: 8.7177e-04 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.9988 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01869: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1871/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9785e-04 - acc: 1.000 - ETA: 4s - loss: 7.8904e-04 - acc: 1.000 - ETA: 4s - loss: 7.0375e-04 - acc: 1.000 - ETA: 4s - loss: 6.3510e-04 - acc: 1.000 - ETA: 4s - loss: 5.7866e-04 - acc: 1.000 - ETA: 4s - loss: 5.3143e-04 - acc: 1.000 - ETA: 3s - loss: 4.9133e-04 - acc: 1.000 - ETA: 3s - loss: 4.5686e-04 - acc: 1.000 - ETA: 3s - loss: 4.2691e-04 - acc: 1.000 - ETA: 3s - loss: 4.0065e-04 - acc: 1.000 - ETA: 3s - loss: 3.7743e-04 - acc: 1.000 - ETA: 3s - loss: 3.5675e-04 - acc: 1.000 - ETA: 3s - loss: 3.3823e-04 - acc: 1.000 - ETA: 3s - loss: 3.2153e-04 - acc: 1.000 - ETA: 3s - loss: 3.0640e-04 - acc: 1.000 - ETA: 3s - loss: 2.9264e-04 - acc: 1.000 - ETA: 3s - loss: 2.8006e-04 - acc: 1.000 - ETA: 3s - loss: 2.6851e-04 - acc: 1.000 - ETA: 3s - loss: 2.5788e-04 - acc: 1.000 - ETA: 3s - loss: 2.4806e-04 - acc: 1.000 - ETA: 3s - loss: 5.7313e-04 - acc: 0.999 - ETA: 3s - loss: 5.5285e-04 - acc: 0.999 - ETA: 3s - loss: 5.3395e-04 - acc: 0.999 - ETA: 3s - loss: 5.1630e-04 - acc: 0.999 - ETA: 2s - loss: 4.9978e-04 - acc: 0.999 - ETA: 2s - loss: 4.8429e-04 - acc: 0.999 - ETA: 2s - loss: 4.6973e-04 - acc: 0.999 - ETA: 2s - loss: 4.5602e-04 - acc: 0.999 - ETA: 2s - loss: 7.1053e-04 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.9990 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01870: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1872/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9984 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01871: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1873/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0067 - acc: 1.0000 - ETA: 4s - loss: 0.0037 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.3872e-04 - acc: 1.000 - ETA: 3s - loss: 8.8431e-04 - acc: 1.000 - ETA: 3s - loss: 8.3586e-04 - acc: 1.000 - ETA: 3s - loss: 0.0113 - acc: 0.9994 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01872: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8335 Epoch 1874/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9950 - ETA: 4s - loss: 0.0051 - acc: 0.996 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.996 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01873: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 1875/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.9792e-04 - acc: 0.999 - ETA: 3s - loss: 4.7449e-04 - acc: 0.999 - ETA: 3s - loss: 9.0479e-04 - acc: 0.998 - ETA: 3s - loss: 8.6588e-04 - acc: 0.998 - ETA: 3s - loss: 8.3018e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9985 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.997 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01874: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8335 Epoch 1876/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01875: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 1877/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0047 - acc: 0.9937 - ETA: 4s - loss: 0.0031 - acc: 0.995 - ETA: 4s - loss: 0.0024 - acc: 0.996 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01876: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8335 Epoch 1878/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01877: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8335 Epoch 1879/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4245e-04 - acc: 1.000 - ETA: 4s - loss: 8.3158e-04 - acc: 1.000 - ETA: 4s - loss: 7.4406e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.6751e-04 - acc: 1.000 - ETA: 3s - loss: 9.0888e-04 - acc: 1.000 - ETA: 3s - loss: 8.5695e-04 - acc: 1.000 - ETA: 3s - loss: 8.1064e-04 - acc: 1.000 - ETA: 3s - loss: 9.4475e-04 - acc: 1.000 - ETA: 3s - loss: 8.9867e-04 - acc: 1.000 - ETA: 3s - loss: 8.5688e-04 - acc: 1.000 - ETA: 3s - loss: 8.1880e-04 - acc: 1.000 - ETA: 3s - loss: 7.8397e-04 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 0.9995 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01878: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5772 - val_acc: 0.8347 Epoch 1880/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1985e-07 - acc: 1.000 - ETA: 4s - loss: 0.0252 - acc: 0.9984 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01879: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5768 - val_acc: 0.8335 Epoch 1881/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0141 - acc: 0.9991 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01880: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1882/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.2219e-07 - acc: 1.000 - ETA: 3s - loss: 1.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.1954e-07 - acc: 1.000 - ETA: 4s - loss: 1.1967e-07 - acc: 1.000 - ETA: 4s - loss: 1.1956e-07 - acc: 1.000 - ETA: 4s - loss: 1.1949e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1939e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1947e-07 - acc: 1.000 - ETA: 4s - loss: 1.1945e-07 - acc: 1.000 - ETA: 3s - loss: 5.9938e-04 - acc: 1.000 - ETA: 3s - loss: 5.5732e-04 - acc: 1.000 - ETA: 3s - loss: 5.2079e-04 - acc: 1.000 - ETA: 3s - loss: 4.8875e-04 - acc: 1.000 - ETA: 3s - loss: 4.6042e-04 - acc: 1.000 - ETA: 3s - loss: 4.3520e-04 - acc: 1.000 - ETA: 3s - loss: 4.1260e-04 - acc: 1.000 - ETA: 3s - loss: 3.9223e-04 - acc: 1.000 - ETA: 3s - loss: 3.7377e-04 - acc: 1.000 - ETA: 3s - loss: 3.5698e-04 - acc: 1.000 - ETA: 3s - loss: 3.4163e-04 - acc: 1.000 - ETA: 3s - loss: 3.2755e-04 - acc: 1.000 - ETA: 3s - loss: 3.1458e-04 - acc: 1.000 - ETA: 3s - loss: 3.0260e-04 - acc: 1.000 - ETA: 3s - loss: 2.9150e-04 - acc: 1.000 - ETA: 3s - loss: 2.8119e-04 - acc: 1.000 - ETA: 3s - loss: 5.4352e-04 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9996 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01881: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1883/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9990 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01882: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8335 Epoch 1884/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.7389e-04 - acc: 1.000 - ETA: 3s - loss: 3.5709e-04 - acc: 1.000 - ETA: 3s - loss: 3.4173e-04 - acc: 1.000 - ETA: 3s - loss: 3.2765e-04 - acc: 1.000 - ETA: 3s - loss: 3.1468e-04 - acc: 1.000 - ETA: 3s - loss: 3.0269e-04 - acc: 1.000 - ETA: 3s - loss: 2.9159e-04 - acc: 1.000 - ETA: 3s - loss: 2.8127e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9991 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9767e-04 - acc: 0.999 - ETA: 2s - loss: 9.6767e-04 - acc: 0.999 - ETA: 2s - loss: 9.3942e-04 - acc: 0.999 - ETA: 2s - loss: 9.1277e-04 - acc: 0.999 - ETA: 2s - loss: 8.8760e-04 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.9990 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01883: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5769 - val_acc: 0.8335 Epoch 1885/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.3101e-04 - acc: 1.000 - ETA: 3s - loss: 4.0973e-04 - acc: 1.000 - ETA: 3s - loss: 3.9046e-04 - acc: 1.000 - ETA: 3s - loss: 3.7291e-04 - acc: 1.000 - ETA: 3s - loss: 3.5688e-04 - acc: 1.000 - ETA: 3s - loss: 3.4217e-04 - acc: 1.000 - ETA: 3s - loss: 3.2862e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9995 - ETA: 3s - loss: 9.7072e-04 - acc: 0.999 - ETA: 3s - loss: 9.3637e-04 - acc: 0.999 - ETA: 3s - loss: 9.0436e-04 - acc: 0.999 - ETA: 3s - loss: 8.7447e-04 - acc: 0.999 - ETA: 2s - loss: 8.4649e-04 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.9992 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01884: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8335 Epoch 1886/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01885: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8335 Epoch 1887/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01886: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1888/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01887: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1889/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9900 - ETA: 4s - loss: 0.0056 - acc: 0.994 - ETA: 4s - loss: 0.0039 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01888: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1890/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01889: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1891/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01890: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1892/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0453 - acc: 0.995 - ETA: 4s - loss: 0.0417 - acc: 0.995 - ETA: 4s - loss: 0.0380 - acc: 0.995 - ETA: 4s - loss: 0.0349 - acc: 0.995 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9985Epoch 01891: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1893/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0399 - acc: 0.950 - ETA: 3s - loss: 0.0080 - acc: 0.990 - ETA: 4s - loss: 0.0044 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01892: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1894/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.2663e-04 - acc: 1.000 - ETA: 3s - loss: 3.0244e-04 - acc: 1.000 - ETA: 3s - loss: 2.8159e-04 - acc: 1.000 - ETA: 3s - loss: 2.6343e-04 - acc: 1.000 - ETA: 3s - loss: 2.4747e-04 - acc: 1.000 - ETA: 3s - loss: 2.3334e-04 - acc: 1.000 - ETA: 3s - loss: 2.2073e-04 - acc: 1.000 - ETA: 3s - loss: 2.0942e-04 - acc: 1.000 - ETA: 3s - loss: 1.9921e-04 - acc: 1.000 - ETA: 3s - loss: 1.8995e-04 - acc: 1.000 - ETA: 3s - loss: 1.8151e-04 - acc: 1.000 - ETA: 3s - loss: 1.7379e-04 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9995 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01893: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1895/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7153e-04 - acc: 0.998 - ETA: 4s - loss: 8.8518e-04 - acc: 0.998 - ETA: 4s - loss: 8.1293e-04 - acc: 0.999 - ETA: 3s - loss: 7.5159e-04 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.9982 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01894: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1896/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.4476e-04 - acc: 1.000 - ETA: 3s - loss: 2.3268e-04 - acc: 1.000 - ETA: 3s - loss: 2.2173e-04 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01895: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1897/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01896: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1898/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1925e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 1.1924e-07 - acc: 1.000 - ETA: 3s - loss: 4.4723e-04 - acc: 0.999 - ETA: 3s - loss: 4.2879e-04 - acc: 0.999 - ETA: 3s - loss: 4.1181e-04 - acc: 0.999 - ETA: 3s - loss: 3.9613e-04 - acc: 0.999 - ETA: 3s - loss: 3.8160e-04 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.9991 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01897: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1899/2000 6620/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1559e-04 - acc: 1.000 - ETA: 4s - loss: 7.6911e-04 - acc: 1.000 - ETA: 4s - loss: 6.6305e-04 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9985 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.999 - ETA: 4s - loss: 0.0314 - acc: 0.998 - ETA: 3s - loss: 0.0292 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01898: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5805 - val_acc: 0.8323 Epoch 1900/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.6752e-04 - acc: 1.000 - ETA: 4s - loss: 7.0488e-04 - acc: 1.000 - ETA: 3s - loss: 6.5169e-04 - acc: 1.000 - ETA: 3s - loss: 6.0596e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9992 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6757e-04 - acc: 0.999 - ETA: 3s - loss: 9.1980e-04 - acc: 0.999 - ETA: 3s - loss: 8.7652e-04 - acc: 0.999 - ETA: 3s - loss: 8.3713e-04 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.9989 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01899: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 1901/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.0474e-04 - acc: 1.000 - ETA: 3s - loss: 5.6509e-04 - acc: 1.000 - ETA: 3s - loss: 0.0129 - acc: 0.9992 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01900: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5805 - val_acc: 0.8323 Epoch 1902/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.8076e-04 - acc: 0.999 - ETA: 3s - loss: 6.3299e-04 - acc: 0.999 - ETA: 3s - loss: 5.9149e-04 - acc: 0.999 - ETA: 3s - loss: 5.5510e-04 - acc: 0.999 - ETA: 3s - loss: 5.2293e-04 - acc: 0.999 - ETA: 3s - loss: 4.9428e-04 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.9987 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01901: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 1903/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.9985Epoch 01902: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0088 - acc: 0.9985 - val_loss: 1.5839 - val_acc: 0.8323 Epoch 1904/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0081 - acc: 0.9900 - ETA: 3s - loss: 0.0045 - acc: 0.994 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.8749e-04 - acc: 0.998 - ETA: 4s - loss: 8.9972e-04 - acc: 0.998 - ETA: 3s - loss: 8.2629e-04 - acc: 0.999 - ETA: 3s - loss: 7.6393e-04 - acc: 0.999 - ETA: 3s - loss: 7.1033e-04 - acc: 0.999 - ETA: 3s - loss: 6.6376e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9992 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01903: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9987 - val_loss: 1.5811 - val_acc: 0.8323 Epoch 1905/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.9141e-04 - acc: 0.999 - ETA: 3s - loss: 3.7458e-04 - acc: 0.999 - ETA: 3s - loss: 3.5914e-04 - acc: 0.999 - ETA: 3s - loss: 3.4492e-04 - acc: 0.999 - ETA: 3s - loss: 3.3179e-04 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.9991 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01904: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5815 - val_acc: 0.8323 Epoch 1906/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9900 - ETA: 3s - loss: 0.0088 - acc: 0.994 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01905: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1907/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 8.4439e-04 - acc: 0.999 - ETA: 3s - loss: 7.8515e-04 - acc: 0.999 - ETA: 3s - loss: 7.3367e-04 - acc: 0.999 - ETA: 3s - loss: 6.8853e-04 - acc: 0.999 - ETA: 3s - loss: 6.4862e-04 - acc: 0.999 - ETA: 3s - loss: 6.1309e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9987 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7673e-04 - acc: 0.998 - ETA: 3s - loss: 9.3283e-04 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.9989 - ETA: 3s - loss: 9.7308e-04 - acc: 0.999 - ETA: 3s - loss: 9.3455e-04 - acc: 0.999 - ETA: 3s - loss: 8.9895e-04 - acc: 0.999 - ETA: 3s - loss: 8.6596e-04 - acc: 0.999 - ETA: 3s - loss: 8.3532e-04 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.9987 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01906: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1908/2000 6600/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 3.3278e-04 - acc: 1.000 - ETA: 3s - loss: 3.1921e-04 - acc: 1.000 - ETA: 3s - loss: 3.0669e-04 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.9991Epoch 01907: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1909/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.1588e-04 - acc: 1.000 - ETA: 4s - loss: 4.6012e-04 - acc: 1.000 - ETA: 4s - loss: 4.1524e-04 - acc: 1.000 - ETA: 3s - loss: 3.7834e-04 - acc: 1.000 - ETA: 3s - loss: 0.0168 - acc: 0.9990 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01908: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1910/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 7.4758e-04 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.9981 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01909: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1911/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01910: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1912/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.4371e-04 - acc: 1.000 - ETA: 3s - loss: 4.2181e-04 - acc: 1.000 - ETA: 3s - loss: 4.0675e-04 - acc: 1.000 - ETA: 3s - loss: 3.8826e-04 - acc: 1.000 - ETA: 3s - loss: 3.7139e-04 - acc: 1.000 - ETA: 3s - loss: 7.6895e-04 - acc: 0.999 - ETA: 3s - loss: 7.5326e-04 - acc: 0.999 - ETA: 3s - loss: 8.9036e-04 - acc: 0.999 - ETA: 3s - loss: 8.4876e-04 - acc: 0.999 - ETA: 3s - loss: 8.1087e-04 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.9991 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01911: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1913/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.5702e-04 - acc: 0.999 - ETA: 3s - loss: 4.3446e-04 - acc: 0.999 - ETA: 3s - loss: 4.1402e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9989 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0011 - acc: 0.998 - ETA: 2s - loss: 0.0010 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.998 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01912: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1914/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.5710e-04 - acc: 0.999 - ETA: 3s - loss: 4.3453e-04 - acc: 0.999 - ETA: 3s - loss: 4.1409e-04 - acc: 0.999 - ETA: 3s - loss: 3.9548e-04 - acc: 0.999 - ETA: 3s - loss: 3.7848e-04 - acc: 0.999 - ETA: 3s - loss: 7.7336e-04 - acc: 0.999 - ETA: 3s - loss: 7.4274e-04 - acc: 0.999 - ETA: 3s - loss: 7.1445e-04 - acc: 0.999 - ETA: 3s - loss: 6.8823e-04 - acc: 0.999 - ETA: 3s - loss: 6.6388e-04 - acc: 0.999 - ETA: 3s - loss: 6.4118e-04 - acc: 0.999 - ETA: 3s - loss: 6.1999e-04 - acc: 0.999 - ETA: 2s - loss: 6.0016e-04 - acc: 0.999 - ETA: 2s - loss: 5.8155e-04 - acc: 0.999 - ETA: 2s - loss: 5.6406e-04 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.9989 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01913: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1915/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9987 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01914: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5795 - val_acc: 0.8323 Epoch 1916/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01915: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1917/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9971 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0136 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.996 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01916: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1918/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0806 - acc: 0.9950 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01917: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1919/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9944 - ETA: 4s - loss: 0.0100 - acc: 0.992 - ETA: 4s - loss: 0.0077 - acc: 0.994 - ETA: 4s - loss: 0.0081 - acc: 0.992 - ETA: 4s - loss: 0.0068 - acc: 0.994 - ETA: 4s - loss: 0.0059 - acc: 0.994 - ETA: 4s - loss: 0.0052 - acc: 0.995 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01918: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1920/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0780e-04 - acc: 1.000 - ETA: 4s - loss: 8.0967e-04 - acc: 1.000 - ETA: 4s - loss: 7.3069e-04 - acc: 1.000 - ETA: 4s - loss: 6.6575e-04 - acc: 1.000 - ETA: 4s - loss: 6.1141e-04 - acc: 1.000 - ETA: 4s - loss: 0.0158 - acc: 0.9991 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01919: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1921/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01920: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1922/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9983 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01921: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1923/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6618e-04 - acc: 1.000 - ETA: 4s - loss: 8.6174e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01922: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5783 - val_acc: 0.8323 Epoch 1924/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01923: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1925/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9992 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4635e-04 - acc: 0.999 - ETA: 3s - loss: 8.9719e-04 - acc: 0.999 - ETA: 3s - loss: 8.5289e-04 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.9988 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01924: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1926/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9962 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.996 - ETA: 4s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01925: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1927/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0065 - acc: 1.0000 - ETA: 3s - loss: 0.0088 - acc: 0.994 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01926: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1928/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01927: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1929/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9980 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01928: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1930/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9988 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4247e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9984 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01929: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1931/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1938e-07 - acc: 1.000 - ETA: 4s - loss: 1.1935e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-07 - acc: 1.000 - ETA: 4s - loss: 1.1931e-07 - acc: 1.000 - ETA: 4s - loss: 1.1930e-07 - acc: 1.000 - ETA: 4s - loss: 1.1929e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1928e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 1.1926e-07 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01930: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1932/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9944 - ETA: 4s - loss: 0.0053 - acc: 0.996 - ETA: 4s - loss: 0.0099 - acc: 0.994 - ETA: 4s - loss: 0.0080 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.995 - ETA: 4s - loss: 0.0263 - acc: 0.995 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01931: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1933/2000 6640/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9983 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.3109e-04 - acc: 0.999 - ETA: 4s - loss: 8.6083e-04 - acc: 0.999 - ETA: 3s - loss: 8.0043e-04 - acc: 0.999 - ETA: 3s - loss: 7.4795e-04 - acc: 0.999 - ETA: 3s - loss: 7.0193e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9993 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 9.9783e-04 - acc: 0.999 - ETA: 3s - loss: 9.4856e-04 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.9988 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01932: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1934/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.996 - ETA: 4s - loss: 0.0305 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01933: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5786 - val_acc: 0.8323 Epoch 1935/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0384 - acc: 0.9976 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01934: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5789 - val_acc: 0.8323 Epoch 1936/2000 6640/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.7469e-04 - acc: 0.999 - ETA: 3s - loss: 5.4886e-04 - acc: 0.999 - ETA: 3s - loss: 5.2526e-04 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.9990 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9983Epoch 01935: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1937/2000 6660/6680 [============================>.] - ETA: 4s - loss: 0.0501 - acc: 0.950 - ETA: 4s - loss: 0.0176 - acc: 0.980 - ETA: 4s - loss: 0.0098 - acc: 0.988 - ETA: 4s - loss: 0.0068 - acc: 0.992 - ETA: 4s - loss: 0.0526 - acc: 0.991 - ETA: 4s - loss: 0.0426 - acc: 0.992 - ETA: 4s - loss: 0.0358 - acc: 0.994 - ETA: 4s - loss: 0.0308 - acc: 0.994 - ETA: 4s - loss: 0.0271 - acc: 0.995 - ETA: 4s - loss: 0.0242 - acc: 0.995 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0182 - acc: 0.996 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9985Epoch 01936: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0089 - acc: 0.9985 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1938/2000 6660/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01937: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1939/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.1343 - acc: 0.9917 - ETA: 3s - loss: 0.0806 - acc: 0.995 - ETA: 3s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.9988Epoch 01938: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1940/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9980 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01939: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5790 - val_acc: 0.8323 Epoch 1941/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0213 - acc: 0.9987 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01940: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5788 - val_acc: 0.8323 Epoch 1942/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 6.4768e-04 - acc: 0.999 - ETA: 3s - loss: 6.1404e-04 - acc: 0.999 - ETA: 3s - loss: 5.8373e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9988 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.7031e-04 - acc: 0.998 - ETA: 3s - loss: 9.3030e-04 - acc: 0.999 - ETA: 3s - loss: 8.9346e-04 - acc: 0.999 - ETA: 3s - loss: 8.5943e-04 - acc: 0.999 - ETA: 3s - loss: 8.2789e-04 - acc: 0.999 - ETA: 3s - loss: 7.9859e-04 - acc: 0.999 - ETA: 3s - loss: 7.7129e-04 - acc: 0.999 - ETA: 3s - loss: 7.4580e-04 - acc: 0.999 - ETA: 3s - loss: 7.2194e-04 - acc: 0.999 - ETA: 2s - loss: 6.9956e-04 - acc: 0.999 - ETA: 2s - loss: 6.7852e-04 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.9989 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.9983Epoch 01941: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0090 - acc: 0.9984 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1943/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 4.2585e-04 - acc: 1.000 - ETA: 3s - loss: 3.9793e-04 - acc: 1.000 - ETA: 3s - loss: 3.7345e-04 - acc: 1.000 - ETA: 3s - loss: 3.5181e-04 - acc: 1.000 - ETA: 3s - loss: 3.3254e-04 - acc: 1.000 - ETA: 3s - loss: 3.1527e-04 - acc: 1.000 - ETA: 3s - loss: 2.9970e-04 - acc: 1.000 - ETA: 3s - loss: 2.8561e-04 - acc: 1.000 - ETA: 3s - loss: 2.7278e-04 - acc: 1.000 - ETA: 3s - loss: 2.6105e-04 - acc: 1.000 - ETA: 3s - loss: 2.5029e-04 - acc: 1.000 - ETA: 3s - loss: 2.4038e-04 - acc: 1.000 - ETA: 3s - loss: 2.3123e-04 - acc: 1.000 - ETA: 3s - loss: 2.2275e-04 - acc: 1.000 - ETA: 3s - loss: 2.1487e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9996 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9829e-04 - acc: 0.999 - ETA: 2s - loss: 9.7269e-04 - acc: 0.999 - ETA: 2s - loss: 9.4838e-04 - acc: 0.999 - ETA: 2s - loss: 9.2525e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9997 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8319e-04 - acc: 0.999 - ETA: 2s - loss: 9.6182e-04 - acc: 0.999 - ETA: 2s - loss: 9.4135e-04 - acc: 0.999 - ETA: 2s - loss: 9.2175e-04 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.9995 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01942: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5784 - val_acc: 0.8323 Epoch 1944/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01943: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 1945/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.1272 - acc: 0.988 - ETA: 4s - loss: 0.0973 - acc: 0.991 - ETA: 4s - loss: 0.0788 - acc: 0.992 - ETA: 4s - loss: 0.0662 - acc: 0.994 - ETA: 4s - loss: 0.0570 - acc: 0.994 - ETA: 4s - loss: 0.0501 - acc: 0.995 - ETA: 4s - loss: 0.0447 - acc: 0.995 - ETA: 4s - loss: 0.0403 - acc: 0.996 - ETA: 4s - loss: 0.0368 - acc: 0.996 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01944: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1946/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01945: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5785 - val_acc: 0.8323 Epoch 1947/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01946: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1948/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.1384e-04 - acc: 0.999 - ETA: 3s - loss: 7.5571e-04 - acc: 0.999 - ETA: 3s - loss: 7.0534e-04 - acc: 0.999 - ETA: 3s - loss: 6.6126e-04 - acc: 0.999 - ETA: 3s - loss: 6.2237e-04 - acc: 0.999 - ETA: 3s - loss: 5.8780e-04 - acc: 0.999 - ETA: 3s - loss: 5.5687e-04 - acc: 0.999 - ETA: 3s - loss: 5.2903e-04 - acc: 0.999 - ETA: 3s - loss: 5.0385e-04 - acc: 0.999 - ETA: 3s - loss: 4.8095e-04 - acc: 0.999 - ETA: 3s - loss: 7.3759e-04 - acc: 0.999 - ETA: 3s - loss: 7.0687e-04 - acc: 0.999 - ETA: 3s - loss: 6.7860e-04 - acc: 0.999 - ETA: 3s - loss: 6.5250e-04 - acc: 0.999 - ETA: 3s - loss: 6.2834e-04 - acc: 0.999 - ETA: 3s - loss: 6.0590e-04 - acc: 0.999 - ETA: 3s - loss: 5.8501e-04 - acc: 0.999 - ETA: 3s - loss: 5.6552e-04 - acc: 0.999 - ETA: 3s - loss: 5.4728e-04 - acc: 0.999 - ETA: 2s - loss: 5.3018e-04 - acc: 0.999 - ETA: 2s - loss: 5.1412e-04 - acc: 0.999 - ETA: 2s - loss: 4.9900e-04 - acc: 0.999 - ETA: 2s - loss: 4.8475e-04 - acc: 0.999 - ETA: 2s - loss: 4.7128e-04 - acc: 0.999 - ETA: 2s - loss: 4.5855e-04 - acc: 0.999 - ETA: 2s - loss: 4.4649e-04 - acc: 0.999 - ETA: 2s - loss: 4.3504e-04 - acc: 0.999 - ETA: 2s - loss: 7.1640e-04 - acc: 0.999 - ETA: 2s - loss: 6.9893e-04 - acc: 0.999 - ETA: 2s - loss: 6.8229e-04 - acc: 0.999 - ETA: 2s - loss: 6.6643e-04 - acc: 0.999 - ETA: 2s - loss: 6.5128e-04 - acc: 0.999 - ETA: 2s - loss: 6.3681e-04 - acc: 0.999 - ETA: 2s - loss: 6.2297e-04 - acc: 0.999 - ETA: 2s - loss: 6.0972e-04 - acc: 0.999 - ETA: 2s - loss: 5.9702e-04 - acc: 0.999 - ETA: 1s - loss: 5.8484e-04 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.9992 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.9986Epoch 01947: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1949/2000 6620/6680 [============================>.] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01948: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1950/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.9276e-04 - acc: 0.999 - ETA: 3s - loss: 5.6807e-04 - acc: 0.999 - ETA: 3s - loss: 5.4535e-04 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.9990 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01949: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1951/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9944 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0667 - acc: 0.994 - ETA: 4s - loss: 0.0575 - acc: 0.994 - ETA: 4s - loss: 0.0506 - acc: 0.995 - ETA: 4s - loss: 0.0451 - acc: 0.995 - ETA: 4s - loss: 0.0407 - acc: 0.996 - ETA: 4s - loss: 0.0377 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 3s - loss: 0.0320 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01950: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1952/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01951: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1953/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2965e-04 - acc: 1.000 - ETA: 4s - loss: 7.2910e-04 - acc: 1.000 - ETA: 4s - loss: 6.5029e-04 - acc: 1.000 - ETA: 4s - loss: 5.8686e-04 - acc: 1.000 - ETA: 4s - loss: 5.3471e-04 - acc: 1.000 - ETA: 4s - loss: 4.9107e-04 - acc: 1.000 - ETA: 3s - loss: 7.9222e-04 - acc: 1.000 - ETA: 3s - loss: 7.3664e-04 - acc: 1.000 - ETA: 3s - loss: 6.9981e-04 - acc: 1.000 - ETA: 3s - loss: 6.4599e-04 - acc: 1.000 - ETA: 3s - loss: 0.0123 - acc: 0.9993 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01952: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5780 - val_acc: 0.8323 Epoch 1954/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.997 - ETA: 3s - loss: 0.0023 - acc: 0.997 - ETA: 3s - loss: 0.0022 - acc: 0.997 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0015 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0017 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0016 - acc: 0.998 - ETA: 1s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0015 - acc: 0.998 - ETA: 1s - loss: 0.0014 - acc: 0.998 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01953: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1955/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9986 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6785e-04 - acc: 0.999 - ETA: 3s - loss: 9.2952e-04 - acc: 0.999 - ETA: 3s - loss: 8.9411e-04 - acc: 0.999 - ETA: 3s - loss: 8.6131e-04 - acc: 0.999 - ETA: 3s - loss: 8.3082e-04 - acc: 0.999 - ETA: 3s - loss: 8.0242e-04 - acc: 0.999 - ETA: 3s - loss: 7.7590e-04 - acc: 0.999 - ETA: 3s - loss: 7.5107e-04 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.9992 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0026 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01954: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1956/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9988 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01955: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1957/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9971 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0405 - acc: 0.996 - ETA: 4s - loss: 0.0369 - acc: 0.996 - ETA: 3s - loss: 0.0339 - acc: 0.996 - ETA: 3s - loss: 0.0324 - acc: 0.996 - ETA: 3s - loss: 0.0302 - acc: 0.996 - ETA: 3s - loss: 0.0282 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.996 - ETA: 3s - loss: 0.0222 - acc: 0.996 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9983Epoch 01956: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5775 - val_acc: 0.8323 Epoch 1958/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01957: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1959/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9944 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7271e-04 - acc: 0.998 - ETA: 4s - loss: 8.8626e-04 - acc: 0.998 - ETA: 4s - loss: 8.1392e-04 - acc: 0.999 - ETA: 4s - loss: 7.6697e-04 - acc: 0.999 - ETA: 4s - loss: 7.1219e-04 - acc: 0.999 - ETA: 4s - loss: 6.6472e-04 - acc: 0.999 - ETA: 3s - loss: 6.2319e-04 - acc: 0.999 - ETA: 3s - loss: 8.2505e-04 - acc: 0.999 - ETA: 3s - loss: 7.7922e-04 - acc: 0.999 - ETA: 3s - loss: 7.3822e-04 - acc: 0.999 - ETA: 3s - loss: 7.0131e-04 - acc: 0.999 - ETA: 3s - loss: 6.6792e-04 - acc: 0.999 - ETA: 3s - loss: 6.3757e-04 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.9989 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01958: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1960/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01959: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5776 - val_acc: 0.8323 Epoch 1961/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0342 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.994 - ETA: 4s - loss: 0.0277 - acc: 0.995 - ETA: 4s - loss: 0.0247 - acc: 0.995 - ETA: 4s - loss: 0.0223 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01960: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5778 - val_acc: 0.8323 Epoch 1962/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9980 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9439e-04 - acc: 0.999 - ETA: 3s - loss: 9.5919e-04 - acc: 0.999 - ETA: 3s - loss: 9.2640e-04 - acc: 0.999 - ETA: 3s - loss: 8.9578e-04 - acc: 0.999 - ETA: 2s - loss: 8.6712e-04 - acc: 0.999 - ETA: 2s - loss: 8.4024e-04 - acc: 0.999 - ETA: 2s - loss: 8.1497e-04 - acc: 0.999 - ETA: 2s - loss: 7.9118e-04 - acc: 0.999 - ETA: 2s - loss: 7.6874e-04 - acc: 0.999 - ETA: 2s - loss: 7.4753e-04 - acc: 0.999 - ETA: 2s - loss: 7.2747e-04 - acc: 0.999 - ETA: 2s - loss: 7.0845e-04 - acc: 0.999 - ETA: 2s - loss: 6.9041e-04 - acc: 0.999 - ETA: 2s - loss: 6.7326e-04 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.9991 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9986Epoch 01961: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8323 Epoch 1963/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9944 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.5316e-04 - acc: 0.998 - ETA: 4s - loss: 8.9359e-04 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.9981 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01962: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5777 - val_acc: 0.8323 Epoch 1964/2000 6660/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9944 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8821e-04 - acc: 0.999 - ETA: 3s - loss: 9.4171e-04 - acc: 0.999 - ETA: 3s - loss: 8.9939e-04 - acc: 0.999 - ETA: 3s - loss: 8.6071e-04 - acc: 0.999 - ETA: 3s - loss: 8.2522e-04 - acc: 0.999 - ETA: 3s - loss: 7.9255e-04 - acc: 0.999 - ETA: 3s - loss: 7.6236e-04 - acc: 0.999 - ETA: 3s - loss: 7.3439e-04 - acc: 0.999 - ETA: 3s - loss: 7.0840e-04 - acc: 0.999 - ETA: 3s - loss: 6.8418e-04 - acc: 0.999 - ETA: 3s - loss: 6.6157e-04 - acc: 0.999 - ETA: 3s - loss: 6.4040e-04 - acc: 0.999 - ETA: 2s - loss: 6.2055e-04 - acc: 0.999 - ETA: 2s - loss: 6.0189e-04 - acc: 0.999 - ETA: 2s - loss: 5.8432e-04 - acc: 0.999 - ETA: 2s - loss: 5.6775e-04 - acc: 0.999 - ETA: 2s - loss: 5.5209e-04 - acc: 0.999 - ETA: 2s - loss: 5.3727e-04 - acc: 0.999 - ETA: 2s - loss: 5.2323e-04 - acc: 0.999 - ETA: 2s - loss: 5.0990e-04 - acc: 0.999 - ETA: 2s - loss: 4.9723e-04 - acc: 0.999 - ETA: 2s - loss: 4.8518e-04 - acc: 0.999 - ETA: 2s - loss: 4.7370e-04 - acc: 0.999 - ETA: 2s - loss: 4.6275e-04 - acc: 0.999 - ETA: 2s - loss: 4.5230e-04 - acc: 0.999 - ETA: 2s - loss: 4.4230e-04 - acc: 0.999 - ETA: 2s - loss: 4.3274e-04 - acc: 0.999 - ETA: 2s - loss: 4.2359e-04 - acc: 0.999 - ETA: 2s - loss: 4.1481e-04 - acc: 0.999 - ETA: 1s - loss: 4.0639e-04 - acc: 0.999 - ETA: 1s - loss: 3.9830e-04 - acc: 0.999 - ETA: 1s - loss: 6.7719e-04 - acc: 0.999 - ETA: 1s - loss: 6.6423e-04 - acc: 0.999 - ETA: 1s - loss: 6.5176e-04 - acc: 0.999 - ETA: 1s - loss: 6.3975e-04 - acc: 0.999 - ETA: 1s - loss: 6.2817e-04 - acc: 0.999 - ETA: 1s - loss: 6.1701e-04 - acc: 0.999 - ETA: 1s - loss: 6.0623e-04 - acc: 0.999 - ETA: 1s - loss: 5.9583e-04 - acc: 0.999 - ETA: 1s - loss: 5.8577e-04 - acc: 0.999 - ETA: 1s - loss: 5.7605e-04 - acc: 0.999 - ETA: 1s - loss: 5.6665e-04 - acc: 0.999 - ETA: 1s - loss: 5.5755e-04 - acc: 0.999 - ETA: 1s - loss: 7.1827e-04 - acc: 0.999 - ETA: 1s - loss: 7.0709e-04 - acc: 0.999 - ETA: 1s - loss: 6.9626e-04 - acc: 0.999 - ETA: 1s - loss: 6.8575e-04 - acc: 0.999 - ETA: 0s - loss: 6.7556e-04 - acc: 0.999 - ETA: 0s - loss: 6.6566e-04 - acc: 0.999 - ETA: 0s - loss: 6.5605e-04 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.9991 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01963: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5771 - val_acc: 0.8323 Epoch 1965/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.0894e-04 - acc: 1.000 - ETA: 4s - loss: 8.1156e-04 - acc: 1.000 - ETA: 4s - loss: 7.1013e-04 - acc: 1.000 - ETA: 4s - loss: 6.3124e-04 - acc: 1.000 - ETA: 4s - loss: 5.6813e-04 - acc: 1.000 - ETA: 4s - loss: 5.1649e-04 - acc: 1.000 - ETA: 4s - loss: 0.0173 - acc: 0.9990 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01964: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1966/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9900 - ETA: 3s - loss: 0.0047 - acc: 0.994 - ETA: 4s - loss: 0.0032 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01965: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1967/2000 6660/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01966: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1968/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0756 - acc: 0.995 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0604 - acc: 0.996 - ETA: 4s - loss: 0.0549 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0465 - acc: 0.997 - ETA: 4s - loss: 0.0432 - acc: 0.997 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 3s - loss: 0.0387 - acc: 0.996 - ETA: 3s - loss: 0.0370 - acc: 0.996 - ETA: 3s - loss: 0.0350 - acc: 0.996 - ETA: 3s - loss: 0.0331 - acc: 0.996 - ETA: 3s - loss: 0.0315 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01967: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5801 - val_acc: 0.8323 Epoch 1969/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.9790e-04 - acc: 0.999 - ETA: 4s - loss: 8.3140e-04 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.9983 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6623e-04 - acc: 0.998 - ETA: 3s - loss: 9.2329e-04 - acc: 0.998 - ETA: 3s - loss: 8.8401e-04 - acc: 0.998 - ETA: 3s - loss: 8.4793e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9990 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7465e-04 - acc: 0.999 - ETA: 3s - loss: 9.4162e-04 - acc: 0.999 - ETA: 3s - loss: 9.1075e-04 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.9988 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01968: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1970/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01969: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9985 - val_loss: 1.5803 - val_acc: 0.8323 Epoch 1971/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9987 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01970: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5806 - val_acc: 0.8323 Epoch 1972/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9988Epoch 01971: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5803 - val_acc: 0.8323 Epoch 1973/2000 6660/6680 [============================>.] - ETA: 1s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01972: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5796 - val_acc: 0.8323 Epoch 1974/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9962 - ETA: 4s - loss: 0.0024 - acc: 0.996 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.9988Epoch 01973: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5787 - val_acc: 0.8323 Epoch 1975/2000 6640/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0725 - acc: 0.9917 - ETA: 4s - loss: 0.0544 - acc: 0.993 - ETA: 4s - loss: 0.0435 - acc: 0.995 - ETA: 4s - loss: 0.0362 - acc: 0.995 - ETA: 4s - loss: 0.0311 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01974: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1976/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 0.9950 - ETA: 4s - loss: 0.0603 - acc: 0.992 - ETA: 4s - loss: 0.0469 - acc: 0.994 - ETA: 4s - loss: 0.0384 - acc: 0.995 - ETA: 4s - loss: 0.0325 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01975: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5800 - val_acc: 0.8323 Epoch 1977/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0644e-04 - acc: 1.000 - ETA: 4s - loss: 8.1802e-04 - acc: 1.000 - ETA: 4s - loss: 7.4532e-04 - acc: 1.000 - ETA: 4s - loss: 6.8448e-04 - acc: 1.000 - ETA: 4s - loss: 6.3283e-04 - acc: 1.000 - ETA: 4s - loss: 5.8843e-04 - acc: 1.000 - ETA: 3s - loss: 5.4985e-04 - acc: 1.000 - ETA: 3s - loss: 5.1602e-04 - acc: 1.000 - ETA: 3s - loss: 4.8612e-04 - acc: 1.000 - ETA: 3s - loss: 4.5949e-04 - acc: 1.000 - ETA: 3s - loss: 4.3562e-04 - acc: 1.000 - ETA: 3s - loss: 4.1412e-04 - acc: 1.000 - ETA: 3s - loss: 3.9464e-04 - acc: 1.000 - ETA: 3s - loss: 3.7690e-04 - acc: 1.000 - ETA: 3s - loss: 3.6070e-04 - acc: 1.000 - ETA: 3s - loss: 3.4583e-04 - acc: 1.000 - ETA: 3s - loss: 3.3214e-04 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01976: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5801 - val_acc: 0.8323 Epoch 1978/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.3557e-04 - acc: 1.000 - ETA: 4s - loss: 8.4430e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8613e-04 - acc: 0.999 - ETA: 3s - loss: 9.5243e-04 - acc: 0.999 - ETA: 3s - loss: 9.2094e-04 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.9988 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01977: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5803 - val_acc: 0.8323 Epoch 1979/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01978: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5802 - val_acc: 0.8323 Epoch 1980/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.0000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.7914e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.4295e-04 - acc: 1.000 - ETA: 3s - loss: 8.8493e-04 - acc: 1.000 - ETA: 3s - loss: 8.3364e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9993 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9197e-04 - acc: 0.999 - ETA: 3s - loss: 9.5107e-04 - acc: 0.999 - ETA: 3s - loss: 9.1341e-04 - acc: 0.999 - ETA: 3s - loss: 8.7862e-04 - acc: 0.999 - ETA: 3s - loss: 8.4638e-04 - acc: 0.999 - ETA: 3s - loss: 8.1642e-04 - acc: 0.999 - ETA: 3s - loss: 7.8852e-04 - acc: 0.999 - ETA: 3s - loss: 7.6245e-04 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.9992 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9988Epoch 01979: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9988 - val_loss: 1.5791 - val_acc: 0.8323 Epoch 1981/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01980: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1982/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.9081e-04 - acc: 1.000 - ETA: 4s - loss: 6.3768e-04 - acc: 1.000 - ETA: 4s - loss: 5.9214e-04 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9992 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9988Epoch 01981: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5792 - val_acc: 0.8323 Epoch 1983/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.9986Epoch 01982: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0088 - acc: 0.9985 - val_loss: 1.5830 - val_acc: 0.8323 Epoch 1984/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0160 - acc: 0.9944 - ETA: 4s - loss: 0.0731 - acc: 0.992 - ETA: 4s - loss: 0.0559 - acc: 0.994 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0397 - acc: 0.994 - ETA: 4s - loss: 0.0343 - acc: 0.994 - ETA: 4s - loss: 0.0301 - acc: 0.995 - ETA: 4s - loss: 0.0269 - acc: 0.995 - ETA: 4s - loss: 0.0242 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9983Epoch 01983: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9984 - val_loss: 1.5831 - val_acc: 0.8323 Epoch 1985/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1693 - acc: 0.9800 - ETA: 4s - loss: 0.0941 - acc: 0.988 - ETA: 4s - loss: 0.0651 - acc: 0.992 - ETA: 4s - loss: 0.0498 - acc: 0.994 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0322 - acc: 0.994 - ETA: 4s - loss: 0.0283 - acc: 0.995 - ETA: 4s - loss: 0.0252 - acc: 0.995 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.996 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.9988Epoch 01984: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9987 - val_loss: 1.5826 - val_acc: 0.8323 Epoch 1986/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 5.8603e-04 - acc: 1.000 - ETA: 4s - loss: 3.2563e-04 - acc: 1.000 - ETA: 4s - loss: 2.2547e-04 - acc: 1.000 - ETA: 4s - loss: 1.7245e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9948e-04 - acc: 1.000 - ETA: 4s - loss: 8.9144e-04 - acc: 1.000 - ETA: 4s - loss: 0.0205 - acc: 0.9988 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 01985: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5823 - val_acc: 0.8323 Epoch 1987/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4669e-04 - acc: 1.000 - ETA: 4s - loss: 1.2757e-04 - acc: 1.000 - ETA: 4s - loss: 1.0869e-04 - acc: 1.000 - ETA: 4s - loss: 9.4680e-05 - acc: 1.000 - ETA: 4s - loss: 8.3873e-05 - acc: 1.000 - ETA: 4s - loss: 7.5283e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9988 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.4992e-04 - acc: 0.999 - ETA: 3s - loss: 9.0183e-04 - acc: 0.999 - ETA: 3s - loss: 8.5838e-04 - acc: 0.999 - ETA: 3s - loss: 8.1892e-04 - acc: 0.999 - ETA: 3s - loss: 7.8292e-04 - acc: 0.999 - ETA: 3s - loss: 7.4996e-04 - acc: 0.999 - ETA: 3s - loss: 7.1967e-04 - acc: 0.999 - ETA: 3s - loss: 6.9172e-04 - acc: 0.999 - ETA: 3s - loss: 6.6587e-04 - acc: 0.999 - ETA: 3s - loss: 6.4188e-04 - acc: 0.999 - ETA: 3s - loss: 6.1956e-04 - acc: 0.999 - ETA: 3s - loss: 5.9874e-04 - acc: 0.999 - ETA: 3s - loss: 5.7927e-04 - acc: 0.999 - ETA: 3s - loss: 5.6103e-04 - acc: 0.999 - ETA: 3s - loss: 5.4808e-04 - acc: 0.999 - ETA: 3s - loss: 5.3173e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9993 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.9988Epoch 01986: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5822 - val_acc: 0.8323 Epoch 1988/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0644 - acc: 0.9962 - ETA: 4s - loss: 0.0492 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.999 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0209 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0308 - acc: 0.996 - ETA: 3s - loss: 0.0290 - acc: 0.996 - ETA: 3s - loss: 0.0274 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01987: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5821 - val_acc: 0.8323 Epoch 1989/2000 6640/6680 [============================>.] - ETA: 2s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 2.7395e-04 - acc: 1.000 - ETA: 3s - loss: 2.6352e-04 - acc: 1.000 - ETA: 3s - loss: 2.5620e-04 - acc: 1.000 - ETA: 3s - loss: 2.4706e-04 - acc: 1.000 - ETA: 3s - loss: 2.3854e-04 - acc: 1.000 - ETA: 3s - loss: 2.3059e-04 - acc: 1.000 - ETA: 3s - loss: 2.2316e-04 - acc: 1.000 - ETA: 3s - loss: 2.1619e-04 - acc: 1.000 - ETA: 3s - loss: 2.3260e-04 - acc: 1.000 - ETA: 2s - loss: 2.2576e-04 - acc: 1.000 - ETA: 2s - loss: 2.1931e-04 - acc: 1.000 - ETA: 2s - loss: 2.1322e-04 - acc: 1.000 - ETA: 2s - loss: 4.1591e-04 - acc: 1.000 - ETA: 2s - loss: 4.0496e-04 - acc: 1.000 - ETA: 2s - loss: 3.9458e-04 - acc: 1.000 - ETA: 2s - loss: 3.8472e-04 - acc: 1.000 - ETA: 2s - loss: 3.7534e-04 - acc: 1.000 - ETA: 2s - loss: 0.0052 - acc: 0.9997 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.9988Epoch 01988: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5810 - val_acc: 0.8323 Epoch 1990/2000 6620/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1043 - acc: 0.9889 - ETA: 4s - loss: 0.0722 - acc: 0.992 - ETA: 4s - loss: 0.0552 - acc: 0.994 - ETA: 4s - loss: 0.0447 - acc: 0.995 - ETA: 4s - loss: 0.0375 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.996 - ETA: 4s - loss: 0.0284 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0395 - acc: 0.996 - ETA: 4s - loss: 0.0362 - acc: 0.996 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 3s - loss: 0.0330 - acc: 0.996 - ETA: 3s - loss: 0.0308 - acc: 0.996 - ETA: 3s - loss: 0.0289 - acc: 0.996 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01989: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5813 - val_acc: 0.8323 Epoch 1991/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.9533e-04 - acc: 1.000 - ETA: 4s - loss: 8.8774e-04 - acc: 1.000 - ETA: 4s - loss: 8.0114e-04 - acc: 1.000 - ETA: 4s - loss: 7.2994e-04 - acc: 1.000 - ETA: 4s - loss: 6.7036e-04 - acc: 1.000 - ETA: 4s - loss: 6.1978e-04 - acc: 1.000 - ETA: 4s - loss: 5.7629e-04 - acc: 1.000 - ETA: 3s - loss: 5.3851e-04 - acc: 1.000 - ETA: 3s - loss: 5.0538e-04 - acc: 1.000 - ETA: 3s - loss: 4.7609e-04 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9993 - ETA: 3s - loss: 9.9477e-04 - acc: 0.999 - ETA: 3s - loss: 9.4504e-04 - acc: 0.999 - ETA: 3s - loss: 9.0004e-04 - acc: 0.999 - ETA: 3s - loss: 8.5914e-04 - acc: 0.999 - ETA: 3s - loss: 8.2179e-04 - acc: 0.999 - ETA: 3s - loss: 7.8755e-04 - acc: 0.999 - ETA: 3s - loss: 7.5605e-04 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.9990 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9988Epoch 01990: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5799 - val_acc: 0.8323 Epoch 1992/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9976 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9985Epoch 01991: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5793 - val_acc: 0.8323 Epoch 1993/2000 6660/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0271 - acc: 0.9970 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.9986Epoch 01992: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5798 - val_acc: 0.8323 Epoch 1994/2000 6660/6680 [============================>.] - ETA: 0s - loss: 0.0428 - acc: 0.950 - ETA: 3s - loss: 0.0086 - acc: 0.990 - ETA: 4s - loss: 0.0048 - acc: 0.994 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8035e-04 - acc: 0.999 - ETA: 3s - loss: 9.1157e-04 - acc: 0.999 - ETA: 3s - loss: 8.5180e-04 - acc: 0.999 - ETA: 3s - loss: 7.9939e-04 - acc: 0.999 - ETA: 3s - loss: 7.5305e-04 - acc: 0.999 - ETA: 3s - loss: 7.1180e-04 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.9987 - ETA: 3s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6085e-04 - acc: 0.999 - ETA: 3s - loss: 9.2280e-04 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.9986 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0014 - acc: 0.998 - ETA: 2s - loss: 0.0013 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9985Epoch 01993: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9985 - val_loss: 1.5797 - val_acc: 0.8323 Epoch 1995/2000 6640/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9900 - ETA: 4s - loss: 0.0048 - acc: 0.994 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.9986Epoch 01994: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1996/2000 6660/6680 [============================>.] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.1319e-04 - acc: 0.999 - ETA: 3s - loss: 5.7765e-04 - acc: 0.999 - ETA: 3s - loss: 5.4600e-04 - acc: 0.999 - ETA: 3s - loss: 5.1764e-04 - acc: 0.999 - ETA: 3s - loss: 4.9209e-04 - acc: 0.999 - ETA: 3s - loss: 4.6893e-04 - acc: 0.999 - ETA: 3s - loss: 4.4786e-04 - acc: 0.999 - ETA: 3s - loss: 4.2861e-04 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.9990 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9414e-04 - acc: 0.999 - ETA: 3s - loss: 9.6424e-04 - acc: 0.999 - ETA: 2s - loss: 9.3609e-04 - acc: 0.999 - ETA: 2s - loss: 9.0954e-04 - acc: 0.999 - ETA: 2s - loss: 8.8445e-04 - acc: 0.999 - ETA: 2s - loss: 8.6071e-04 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.9990 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01995: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0092 - acc: 0.9987 - val_loss: 1.5794 - val_acc: 0.8323 Epoch 1997/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.0000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0333 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9986Epoch 01996: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9987 - val_loss: 1.5782 - val_acc: 0.8323 Epoch 1998/2000 6640/6680 [============================>.] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.9986Epoch 01997: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8323 Epoch 1999/2000 6600/6680 [============================>.] - ETA: 0s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9985Epoch 01998: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0091 - acc: 0.9985 - val_loss: 1.5781 - val_acc: 0.8323 Epoch 2000/2000 6600/6680 [============================>.] - ETA: 5s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1039 - acc: 0.993 - ETA: 5s - loss: 0.0693 - acc: 0.995 - ETA: 5s - loss: 0.0554 - acc: 0.996 - ETA: 5s - loss: 0.0438 - acc: 0.997 - ETA: 5s - loss: 0.0377 - acc: 0.995 - ETA: 4s - loss: 0.0321 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.996 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.9989Epoch 01999: val_loss did not improve 6680/6680 [==============================] - 5s - loss: 0.0093 - acc: 0.9988 - val_loss: 1.5788 - val_acc: 0.8323
Out[57]:
<keras.callbacks.History at 0x598af550>
(IMPLEMENTATION) Load the Model with the Best Validation Loss¶
In [58]:
### TODO: Load the model weights with the best validation loss.
Xception_model.load_weights('saved_models/weights.best.Inc_model.hdf5')
(IMPLEMENTATION) Test the Model¶
Try out your model on the test dataset of dog images. Ensure that your test accuracy is greater than 60%.
In [59]:
### TODO: Calculate classification accuracy on the test dataset.
# get index of predicted dog breed for each image in test set
Xception_predictions = [np.argmax(Xception_model.predict(np.expand_dims(feature, axis=0))) for feature in test_Xception]
# report test accuracy
test_accuracy = 100*np.sum(np.array(Xception_predictions)==np.argmax(test_targets, axis=1))/len(Xception_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 83.9713%
(IMPLEMENTATION) Predict Dog Breed with the Model¶
Write a function that takes an image path as input and returns the dog breed (Affenpinscher, Afghan_hound, etc) that is predicted by your model.
Similar to the analogous function in Step 5, your function should have three steps:
- Extract the bottleneck features corresponding to the chosen CNN model.
- Supply the bottleneck features as input to the model to return the predicted vector. Note that the argmax of this prediction vector gives the index of the predicted dog breed.
- Use the
dog_namesarray defined in Step 0 of this notebook to return the corresponding breed.
The functions to extract the bottleneck features can be found in extract_bottleneck_features.py, and they have been imported in an earlier code cell. To obtain the bottleneck features corresponding to your chosen CNN architecture, you need to use the function
extract_{network}
where {network}, in the above filename, should be one of VGG19, Resnet50, InceptionV3, or Xception.
In [60]:
### TODO: Write a function that takes a path to an image as input
### and returns the dog breed that is predicted by the model.
from extract_bottleneck_features import *
def Xception_predict_breed(img_path):
# extract bottleneck features
bottleneck_feature = extract_Xception(path_to_tensor(img_path))
# obtain predicted vector
predicted_vector = Xception_model.predict(bottleneck_feature)
# return dog breed that is predicted by the model
return dog_names[np.argmax(predicted_vector)]
Step 6: Write your Algorithm¶
Write an algorithm that accepts a file path to an image and first determines whether the image contains a human, dog, or neither. Then,
- if a dog is detected in the image, return the predicted breed.
- if a human is detected in the image, return the resembling dog breed.
- if neither is detected in the image, provide output that indicates an error.
You are welcome to write your own functions for detecting humans and dogs in images, but feel free to use the face_detector and dog_detector functions developed above. You are required to use your CNN from Step 5 to predict dog breed.
Some sample output for our algorithm is provided below, but feel free to design your own user experience!
(IMPLEMENTATION) Write your Algorithm¶
In [61]:
### TODO: Write your algorithm.
### Feel free to use as many code cells as needed.
def predict_img(img_path):
creature = None
breed = None
if dog_detector(img_path):
creature = "dog"
if face_detector(img_path):
creature = "human"
if not creature:
return "You are neither dog nor human"
else:
breed = Xception_predict_breed(img_path)
return "You are a {} and you look like a {}.".format(creature, breed)
Step 7: Test Your Algorithm¶
In this section, you will take your new algorithm for a spin! What kind of dog does the algorithm think that you look like? If you have a dog, does it predict your dog's breed accurately? If you have a cat, does it mistakenly think that your cat is a dog?
(IMPLEMENTATION) Test Your Algorithm on Sample Images!¶
Test your algorithm at least six images on your computer. Feel free to use any images you like. Use at least two human and two dog images.
Question 6: Is the output better than you expected :) ? Or worse :( ? Provide at least three possible points of improvement for your algorithm.
Answer:
- It works extremely well farther than I expected with 100% correct prediction
- 3 possible improvements:
- We should store the prediction probabilities and suggest 3 breeds that have the highest probabilities in order.
- Erm, maybe another CNN to predict human species which will make the algorithm much impressive
- Improve the algorithm if there are both humans and dogs in one image.
In [62]:
## TODO: Execute your algorithm from Step 6 on
## at least 6 images on your computer.
## Feel free to use as many code cells as needed.
from IPython.display import Image
from IPython.display import display
In [63]:
filename = './testImages/bulldog.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a dog and you look like a Bulldog.
In [64]:
filename = './testImages/siberian_husky.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a dog and you look like a Alaskan_malamute.
In [65]:
filename = './testImages/fox.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are neither dog nor human
In [66]:
filename = './testImages/cat.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are neither dog nor human
In [67]:
filename = './testImages/xuanthao.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a human and you look like a Dachshund.
In [68]:
filename = './testImages/midu.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a human and you look like a Dachshund.
In [69]:
filename = './testImages/tamminh.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a human and you look like a Dachshund.
In [80]:
filename = './testImages/human_dog.jpg'
img = Image(filename)
display(img)
print(predict_img(filename))
You are a dog and you look like a Akita.